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What does a student learn in ?

Mastery Learning Standards
The required skills a student should display by the end of Grade 9.
  • Expressions and Operations

    A.EO

    Expressions and Operations

Triangle Trigonometry
  • The student will determine the sine, cosine, tangent, cotangent, secant

    T.TT.1

    The student will determine the sine, cosine, tangent, cotangent, secant, and cosecant of the acute angles in a right triangle and use these ratios to solve for missing sides and angle measures, including application in contextual problems.

  • Define and represent the six triangular trigonometric ratios

    T.TT.1.a

    Define and represent the six triangular trigonometric ratios (sine, cosine, tangent, cosecant, secant, and cotangent) of an angle in a right triangle.

  • Describe the relationships between side lengths in special right triangles

    T.TT.1.b

    Describe the relationships between side lengths in special right triangles (30°-60°-90° and 45°-45°-90°).

  • Use the trigonometric functions, the Pythagorean Theorem, the Law of Sines

    T.TT.1.c

    Use the trigonometric functions, the Pythagorean Theorem, the Law of Sines, and the Law of Cosines to solve contextual problems.

  • Represent and solve contextual problems involving right triangles, including…

    T.TT.1.d

    Represent and solve contextual problems involving right triangles, including problems involving angles of elevation and depression.

  • The student will find the area of any triangle and solve for the lengths of the…

    T.TT.2

    The student will find the area of any triangle and solve for the lengths of the sides and measures of the angles in a non-right triangle using the Law of Sines and the Law of Cosines.

  • Apply the Law of Sines

    T.TT.2.a

    Apply the Law of Sines, and the Law of Cosines, as appropriate, to find missing sides and angles in non-right triangles.

  • Recognize the ambiguous case when applying the Law of Sines and the potential…

    T.TT.2.b

    Recognize the ambiguous case when applying the Law of Sines and the potential for two triangle solutions in some situations.

  • Solve problems that integrate the use of the Law of Sines and the Law of…

    T.TT.2.c

    Solve problems that integrate the use of the Law of Sines and the Law of Cosines and the triangle area formula (Area = 1 2 absinC, where a and b are triangle sides and C is the included angle) to find the area of any triangle, including those in contextual problems.

Data Representation and Storage
  • The student will represent data and convert data between different…

    CM.DRS.1

    The student will represent data and convert data between different number systems.

  • Represent data in different number systems, including binary, decimal

    CM.DRS.1.a

    Represent data in different number systems, including binary, decimal, and hexadecimal.

  • Convert data between number systems

    CM.DRS.1.b

    Convert data between number systems (e.g., binary to decimal, decimal to hexadecimal).

  • The student will differentiate between variable data types based upon…

    CM.DRS.2

    The student will differentiate between variable data types based upon their characteristics.

  • Describe the characteristics of different variable data types, including

    CM.DRS.2.a

    Describe the characteristics of different variable data types, including

  • Boolean

    CM.DRS.2.a.i

    Boolean;

  • character

    CM.DRS.2.a.ii

    character;

  • integer

    CM.DRS.2.a.iii

    integer;

  • decimal (double/float)

    CM.DRS.2.a.iv

    decimal (double/float); and

  • string

    CM.DRS.2.a.v

    string.

  • Differentiate between variable data types to determine the data type needed…

    CM.DRS.2.b

    Differentiate between variable data types to determine the data type needed based upon intended use (e.g., character versus string, integer versus double/float).

  • The student will represent data using appropriate data structures

    CM.DRS.3

    The student will represent data using appropriate data structures.

  • Given a specific task or problem, determine the appropriate data structure

    CM.DRS.3.a

    Given a specific task or problem, determine the appropriate data structure (e.g., lists, arrays, objects) to represent data.

  • Perform tasks related to lists or arrays

    CM.DRS.3.b

    Perform tasks related to lists or arrays (one-dimensional or two-dimensional), including

  • declare a list or array

    CM.DRS.3.b.i

    declare a list or array (one-dimensional or two-dimensional);

  • choose an appropriate data type for a list or an array

    CM.DRS.3.b.ii

    choose an appropriate data type for a list or an array; and

  • fill the list or array with data

    CM.DRS.3.b.iii

    fill the list or array with data.

  • Access and manipulate a particular element of a list or an array

    CM.DRS.3.c

    Access and manipulate a particular element of a list or an array.

  • Implement predefined objects to consolidate related information of different…

    CM.DRS.3.d

    Implement predefined objects to consolidate related information of different data types.

Reasoning, Lines and Transformations
  • The student will translate logic statements, identify conditional statements

    G.RLT.1

    The student will translate logic statements, identify conditional statements, and use and interpret Venn diagrams.

  • Translate propositional statements and compound statements into symbolic form…

    G.RLT.1.a

    Translate propositional statements and compound statements into symbolic form, including negations (~𝑝, read “not p”), conjunctions (p ∧ 𝑞, read “p and q”), disjunctions (p ∨ 𝑞, read “p or q”), conditionals (p → q, read “if p then q”), and biconditionals (p ↔ q, read “p if and only if q”), including statements representing geometric relationships.

  • Identify and determine the validity of the converse, inverse

    G.RLT.1.b

    Identify and determine the validity of the converse, inverse, and contrapositive of a conditional statement, and recognize the connection between a biconditional statement and a true conditional statement with a true converse, including statements representing geometric relationships.

  • Use Venn diagrams to represent set relationships, including union…

    G.RLT.1.c

    Use Venn diagrams to represent set relationships, including union, intersection, subset, and negation.

  • Interpret Venn diagrams, including those representing contextual situations

    G.RLT.1.d

    Interpret Venn diagrams, including those representing contextual situations.

  • The student will analyze, prove

    G.RLT.2

    The student will analyze, prove, and justify the relationships of parallel lines cut by a transversal.

  • Prove and justify angle pair relationships formed by two parallel lines and a…

    G.RLT.2.a

    Prove and justify angle pair relationships formed by two parallel lines and a transversal, including:

  • corresponding angles

    G.RLT.2.a.i

    corresponding angles;

  • alternate interior angles

    G.RLT.2.a.ii

    alternate interior angles;

  • alternate exterior angles

    G.RLT.2.a.iii

    alternate exterior angles;

  • same-side (consecutive) interior angles

    G.RLT.2.a.iv

    same-side (consecutive) interior angles; and

  • same-side (consecutive) exterior angles

    G.RLT.2.a.v

    same-side (consecutive) exterior angles.

  • Prove two or more lines are parallel given angle measurements expressed…

    G.RLT.2.b

    Prove two or more lines are parallel given angle measurements expressed numerically or algebraically.

  • Solve problems by using the relationships between pairs of angles formed by the…

    G.RLT.2.c

    Solve problems by using the relationships between pairs of angles formed by the intersection of two parallel lines and a transversal.

  • The student will solve problems, including contextual problems, involving…

    G.RLT.3

    The student will solve problems, including contextual problems, involving symmetry and transformation.

  • Locate, count, and draw lines of symmetry given a figure, including figures in…

    G.RLT.3.a

    Locate, count, and draw lines of symmetry given a figure, including figures in context.

  • Determine whether a figure has point symmetry, line symmetry, both

    G.RLT.3.b

    Determine whether a figure has point symmetry, line symmetry, both, or neither, including figures in context.

  • Given an image or preimage, identify the transformation or combination of…

    G.RLT.3.c

    Given an image or preimage, identify the transformation or combination of transformations that has/have occurred. Transformations include:

  • translations

    G.RLT.3.c.i

    translations;

  • reflections over any horizontal or vertical line or the lines y = x or y = -x

    G.RLT.3.c.ii

    reflections over any horizontal or vertical line or the lines y = x or y = -x;

  • clockwise or counterclockwise rotations of 90°, 180°, 270°

    G.RLT.3.c.iii

    clockwise or counterclockwise rotations of 90°, 180°, 270°, or 360° on a coordinate grid where the center of rotation is limited to the origin; and

  • dilations, from a fixed point on a coordinate grid

    G.RLT.3.c.iv

    dilations, from a fixed point on a coordinate grid.

Expressions and Operations
  • The student will perform operations on and simplify rational expressions

    A2.EO.1

    The student will perform operations on and simplify rational expressions.

  • The student will represent verbal quantitative situations algebraically and…

    A.EO.1

    The student will represent verbal quantitative situations algebraically and evaluate these expressions for given replacement values of the variables.

  • Translate between verbal quantitative situations and algebraic expressions…

    A.EO.1.a

    Translate between verbal quantitative situations and algebraic expressions, including contextual situations.

  • Add, subtract, multiply

    A2.EO.1.a

    Add, subtract, multiply, or divide rational algebraic expressions, simplifying the result.

  • Evaluate algebraic expressions which include absolute value, square roots

    A.EO.1.b

    Evaluate algebraic expressions which include absolute value, square roots, and cube roots for given replacement values to include rational numbers, without rationalizing the denominator.

  • Justify and determine equivalent rational algebraic expressions with monomial…

    A2.EO.1.b

    Justify and determine equivalent rational algebraic expressions with monomial and binomial factors. Algebraic expressions should be limited to linear and quadratic expressions.

  • The student will perform operations on and factor polynomial expressions in…

    A.EO.2

    The student will perform operations on and factor polynomial expressions in one variable.

  • Recognize a complex algebraic fraction and simplify it as a product or quotient…

    A2.EO.1.c

    Recognize a complex algebraic fraction and simplify it as a product or quotient of simple algebraic fractions.

  • Represent and demonstrate equivalence of rational expressions written in…

    A2.EO.1.d

    Represent and demonstrate equivalence of rational expressions written in different forms.

  • The student will perform operations on and simplify radical expressions

    A2.EO.2

    The student will perform operations on and simplify radical expressions.

  • Determine sums and differences of polynomial expressions in one variable, using…

    A.EO.2.a

    Determine sums and differences of polynomial expressions in one variable, using a variety of strategies, including concrete objects and their related pictorial and symbolic models.

  • Determine the product of polynomial expressions in one variable, using a…

    A.EO.2.b

    Determine the product of polynomial expressions in one variable, using a variety of strategies, including concrete objects and their related pictorial and symbolic models, the application of the distributive property, and the use of area models. The factors should be limited to five or fewer terms (e.g., (4x + 2)(3x + 5) represents four terms and (x + 1)(2x 2 + x + 3) represents five terms).

  • Factor completely first- and second-degree polynomials in one variable with…

    A.EO.2.c

    Factor completely first- and second-degree polynomials in one variable with integral coefficients. After factoring out the greatest common factor (GCF), leading coefficients should have no more than four factors.

  • Simplify and determine equivalent radical expressions that include numeric and…

    A2.EO.2.a

    Simplify and determine equivalent radical expressions that include numeric and algebraic radicands.

  • Determine the quotient of polynomials, using a monomial or binomial divisor

    A.EO.2.d

    Determine the quotient of polynomials, using a monomial or binomial divisor, or a completely factored divisor.

  • Add, subtract, multiply

    A2.EO.2.b

    Add, subtract, multiply, and divide radical expressions that include numeric and algebraic radicands, simplifying the result. Simplification may include rationalizing the denominator.

  • Represent and demonstrate equality of quadratic expressions in different forms

    A.EO.2.e

    Represent and demonstrate equality of quadratic expressions in different forms (e.g., concrete, verbal, symbolic, and graphical).

  • Convert between radical expressions and expressions containing rational…

    A2.EO.2.c

    Convert between radical expressions and expressions containing rational exponents.

  • The student will perform operations on polynomial expressions and factor…

    A2.EO.3

    The student will perform operations on polynomial expressions and factor polynomial expressions in one and two variables.

  • The student will derive and apply the laws of exponents

    A.EO.3

    The student will derive and apply the laws of exponents.

  • Determine sums, differences

    A2.EO.3.a

    Determine sums, differences, and products of polynomials in one and two variables.

  • Derive the laws of exponents through explorations of patterns, to include…

    A.EO.3.a

    Derive the laws of exponents through explorations of patterns, to include products, quotients, and powers of bases.

  • Factor polynomials completely in one and two variables with no more than four…

    A2.EO.3.b

    Factor polynomials completely in one and two variables with no more than four terms over the set of integers.

  • Simplify multivariable expressions and ratios of monomial expressions in which…

    A.EO.3.b

    Simplify multivariable expressions and ratios of monomial expressions in which the exponents are integers, using the laws of exponents.

  • Determine the quotient of polynomials in one and two variables, using monomial…

    A2.EO.3.c

    Determine the quotient of polynomials in one and two variables, using monomial, binomial, and factorable trinomial divisors.

  • The student will simplify and determine equivalent radical expressions…

    A.EO.4

    The student will simplify and determine equivalent radical expressions involving square roots of whole numbers and cube roots of integers.

  • Represent and demonstrate equality of polynomial expressions written in…

    A2.EO.3.d

    Represent and demonstrate equality of polynomial expressions written in different forms and verify polynomial identities including the difference of squares, sum and difference of cubes, and perfect square trinomials.

  • Simplify and determine equivalent radical expressions involving the square root…

    A.EO.4.a

    Simplify and determine equivalent radical expressions involving the square root of a whole number in simplest form.

  • The student will perform operations on complex numbers

    A2.EO.4

    The student will perform operations on complex numbers.

  • Simplify and determine equivalent radical expressions involving the cube root…

    A.EO.4.b

    Simplify and determine equivalent radical expressions involving the cube root of an integer.

  • Explain the meaning of i

    A2.EO.4.a

    Explain the meaning of i.

  • Add, subtract, and multiply radicals, limited to numeric square and cube root…

    A.EO.4.c

    Add, subtract, and multiply radicals, limited to numeric square and cube root expressions.

  • Identify equivalent radical expressions containing negative rational numbers…

    A2.EO.4.b

    Identify equivalent radical expressions containing negative rational numbers and expressions in a + bi form.

  • Generate equivalent numerical expressions and justify their equivalency for…

    A.EO.4.d

    Generate equivalent numerical expressions and justify their equivalency for radicals using rational exponents, limited to rational exponents of 1 2 and 1 3 (e.g., √5 = 5 1 2; √8 3 = 8 1 3 = (2 3 ) 1 3 = 2).

  • Apply properties to add, subtract

    A2.EO.4.c

    Apply properties to add, subtract, and multiply complex numbers.

Algebra and Functions
  • The student will investigate, analyze

    AFDA.AF.1

    The student will investigate, analyze, and compare linear, quadratic, and exponential function families, algebraically and graphically, using transformations.

  • Identify graphs and equations of parent functions for linear, quadratic

    AFDA.AF.1.a

    Identify graphs and equations of parent functions for linear, quadratic, and exponential function families.

  • Describe the transformation from the parent function given the equation or the…

    AFDA.AF.1.b

    Describe the transformation from the parent function given the equation or the graph of the function.

  • Determine and analyze whether a linear, quadratic

    AFDA.AF.1.c

    Determine and analyze whether a linear, quadratic, or exponential function best models a given representation, including those in context.

  • Write the equation of a linear, quadratic

    AFDA.AF.1.d

    Write the equation of a linear, quadratic, or exponential function, given a graph, using transformations of the parent function.

  • Use a graphical or algebraic representation of a function to solve problems…

    AFDA.AF.1.e

    Use a graphical or algebraic representation of a function to solve problems within a context, graphically and algebraically, when appropriate.

  • Graph a function given the equation of a function, using transformations of the…

    AFDA.AF.1.f

    Graph a function given the equation of a function, using transformations of the parent function. Use technology to verify transformations of functions.

  • Compare and contrast linear, quadratic

    AFDA.AF.1.g

    Compare and contrast linear, quadratic, and exponential functions using multiple representations (e.g., graphs, tables, equations, verbal descriptions).

  • The student will investigate and analyze characteristics of the graphs of…

    AFDA.AF.2

    The student will investigate and analyze characteristics of the graphs of linear, quadratic, exponential, and piecewise-defined functions.

  • Determine the domain and range of a function given a graphical representation…

    AFDA.AF.2.a

    Determine the domain and range of a function given a graphical representation, including those limited by contexts.

  • Identify intervals on a graph for which a function is increasing, decreasing

    AFDA.AF.2.b

    Identify intervals on a graph for which a function is increasing, decreasing, or constant.

  • Given a graph, identify the location and value of the absolute maximum and…

    AFDA.AF.2.c

    Given a graph, identify the location and value of the absolute maximum and absolute minimum of a function over the domain of a function.

  • Given a graph, determine the zeros and intercepts of a function

    AFDA.AF.2.d

    Given a graph, determine the zeros and intercepts of a function.

  • Describe and recognize the connection between points on the graph and the value…

    AFDA.AF.2.e

    Describe and recognize the connection between points on the graph and the value of a function.

  • Describe the end behavior of a function given its graph

    AFDA.AF.2.f

    Describe the end behavior of a function given its graph.

  • Identify horizontal and/or vertical asymptotes from the graph of a function, if…

    AFDA.AF.2.g

    Identify horizontal and/or vertical asymptotes from the graph of a function, if they exist.

  • Describe and relate the characteristics of the graphs of linear, quadratic…

    AFDA.AF.2.h

    Describe and relate the characteristics of the graphs of linear, quadratic, exponential, and piecewise-defined functions, including those in contextual situations.

  • The student will represent and interpret contextual situations with…

    AFDA.AF.3

    The student will represent and interpret contextual situations with constraints that require optimization using linear programming techniques, including systems of linear equations or inequalities, solving graphically and when appropriate, algebraically.

  • Represent and interpret contextual problems requiring optimization with systems…

    AFDA.AF.3.a

    Represent and interpret contextual problems requiring optimization with systems of linear equations or inequalities.

  • Solve systems of no more than four equations or inequalities graphically and…

    AFDA.AF.3.b

    Solve systems of no more than four equations or inequalities graphically and when appropriate, algebraically.

  • Identify the feasible region of a system of linear inequalities

    AFDA.AF.3.c

    Identify the feasible region of a system of linear inequalities.

  • Identify the coordinates of the vertices of a feasible region

    AFDA.AF.3.d

    Identify the coordinates of the vertices of a feasible region.

  • Determine and describe the maximum or minimum value for the function defined…

    AFDA.AF.3.e

    Determine and describe the maximum or minimum value for the function defined over a feasible region.

  • Interpret the validity of possible solution

    AFDA.AF.3.f

    Interpret the validity of possible solution(s) algebraically, graphically, using technology, and in context and justify the reasonableness of the answer(s) or the solution method in context.

Logical Reasoning
  • The student will use reasoning to develop and apply logical arguments

    DM.LR.1

    The student will use reasoning to develop and apply logical arguments.

  • Use Venn diagrams to codify and solve logic problems

    DM.LR.1.a

    Use Venn diagrams to codify and solve logic problems.

  • Express logical statements in symbolic form

    DM.LR.1.b

    Express logical statements in symbolic form.

  • Represent a conditional statement as its converse, inverse

    DM.LR.1.c

    Represent a conditional statement as its converse, inverse, and contrapositive.

  • Describe how symbolic logic can be used to map the processes of computer…

    DM.LR.1.d

    Describe how symbolic logic can be used to map the processes of computer applications.

  • Construct a truth table to display all possible input combinations and their…

    DM.LR.1.e

    Construct a truth table to display all possible input combinations and their outputs.

  • Identify the rules of inference and model basic logical statements including De…

    DM.LR.1.f

    Identify the rules of inference and model basic logical statements including De Morgan’s Law.

  • Apply logical reasoning to model contextual situations and make decisions

    DM.LR.1.g

    Apply logical reasoning to model contextual situations and make decisions.

  • The student will apply logic and proof techniques in the construction of a…

    DM.LR.2

    The student will apply logic and proof techniques in the construction of a sound argument.

  • Apply informal logical reasoning to contextual problems

    DM.LR.2.a

    Apply informal logical reasoning to contextual problems (e.g., predicting the behavior of software, solving puzzles).

  • Outline the basic structure of a proof technique

    DM.LR.2.b

    Outline the basic structure of a proof technique (e.g., direct proof, proof by contradiction, induction).

  • Deduce the best type of proof for a given problem

    DM.LR.2.c

    Deduce the best type of proof for a given problem.

  • Use the rules of inference to construct direct proofs and proofs by…

    DM.LR.2.d

    Use the rules of inference to construct direct proofs and proofs by contradiction.

  • Construct induction proofs involving summations and inequalities

    DM.LR.2.e

    Construct induction proofs involving summations and inequalities.

  • Use a truth table to prove the logical equivalence of statements

    DM.LR.2.f

    Use a truth table to prove the logical equivalence of statements.

  • The student will apply Boolean algebra to represent and analyze the function…

    DM.LR.3

    The student will apply Boolean algebra to represent and analyze the function of logical gates and circuits.

  • Explain basic properties of Boolean algebra

    DM.LR.3.a

    Explain basic properties of Boolean algebra: duality, complements, and standard forms.

  • Represent verbal statements as Boolean expressions

    DM.LR.3.b

    Represent verbal statements as Boolean expressions.

  • Apply Boolean algebra to prove identities and simplify expressions

    DM.LR.3.c

    Apply Boolean algebra to prove identities and simplify expressions.

  • Generate truth tables that encode the truth and falsity of two or more…

    DM.LR.3.d

    Generate truth tables that encode the truth and falsity of two or more statements.

  • Explain the operation of discrete logic gates

    DM.LR.3.e

    Explain the operation of discrete logic gates.

  • Describe the relationship between Boolean algebra and electronic circuits

    DM.LR.3.f

    Describe the relationship between Boolean algebra and electronic circuits.

  • Analyze a combinational network using Boolean expressions

    DM.LR.3.g

    Analyze a combinational network using Boolean expressions.

  • Design simple combinational networks that use NAND

    DM.LR.3.h

    Design simple combinational networks that use NAND (AND followed by NOT), NOR (OR followed by NOT), and XOR (exclusive-OR) gates.

  • The student will use mathematical induction to prove formulas and…

    DM.LR.4

    The student will use mathematical induction to prove formulas and mathematical statements.

  • Compare and contrast inductive and deductive reasoning

    DM.LR.4.a

    Compare and contrast inductive and deductive reasoning.

  • Explain the relationship between weak and strong induction

    DM.LR.4.b

    Explain the relationship between weak and strong induction.

  • Construct induction proofs involving a divisibility argument

    DM.LR.4.c

    Construct induction proofs involving a divisibility argument.

  • Prove the Binomial Theorem through mathematical induction

    DM.LR.4.d

    Prove the Binomial Theorem through mathematical induction.

Data in Context
  • The student will use a statistical cycle to formulate questions, describe types…

    PS.DC.1

    The student will use a statistical cycle to formulate questions, describe types of data, data sources, and constraints within the context of a problem.

  • Define the stages of the statistical cycle and how each stage relates to the…

    PS.DC.1.a

    Define the stages of the statistical cycle and how each stage relates to the others.

  • Identify and explain characteristics that best lend themselves to a data driven…

    DS.1.a

    Identify and explain characteristics that best lend themselves to a data driven approach to problem solving.

  • Formulate questions based on context

    DS.1.b

    Formulate questions based on context.

  • Formulate questions and conclusions based on context

    PS.DC.1.b

    Formulate questions and conclusions based on context.

  • Understand the type of data relevant to the question at hand

    PS.DC.1.c

    Understand the type of data relevant to the question at hand (e.g., quantitative versus categorical).

  • Understand the type of data relevant to the context of the question at hand

    DS.1.c

    Understand the type of data relevant to the context of the question at hand.

  • Compare and contrast population and sample

    PS.DC.1.d

    Compare and contrast population and sample, and parameter and statistic.

  • Define relationships between variables and constant relationships

    DS.1.d

    Define relationships between variables and constant relationships.

  • Identify and explain constraints of the statistical approach

    PS.DC.1.e

    Identify and explain constraints of the statistical approach.

  • Create a hypothesis of interest in terms of measurable data

    DS.1.e

    Create a hypothesis of interest in terms of measurable data.

  • The student will compare and contrast data collection methods to plan and…

    PS.DC.2

    The student will compare and contrast data collection methods to plan and conduct an observational study.

  • Define the stages of the data cycle and how each stage is related to the other

    DS.1.f

    Define the stages of the data cycle and how each stage is related to the other.

  • Identify and explain constraints of the data-driven approach

    DS.1.g

    Identify and explain constraints of the data-driven approach.

  • Investigate and describe sampling techniques

    PS.DC.2.a

    Investigate and describe sampling techniques (e.g., simple random sampling, stratified sampling, systematic sampling, cluster sampling).

  • Determine which sampling technique is best, given a particular context

    PS.DC.2.b

    Determine which sampling technique is best, given a particular context.

  • Design a data project plan, which is aligned with the data science cycle, that…

    DS.2.a

    Design a data project plan, which is aligned with the data science cycle, that includes the following components:

  • Investigate and explain biased influences inherent within sampling methods and…

    PS.DC.2.c

    Investigate and explain biased influences inherent within sampling methods and various forms of response bias.

  • definition of the goal of the project as it pertains to a real-world problem

    DS.2.a.i

    definition of the goal of the project as it pertains to a real-world problem;

  • Use the statistical cycle to plan and conduct an observational study to answer…

    PS.DC.2.d

    Use the statistical cycle to plan and conduct an observational study to answer a question or address a problem.

  • identification of the various parameters of the problem and stakeholders

    DS.2.a.ii

    identification of the various parameters of the problem and stakeholders;

  • The student will utilize the principles of experimental design to plan and…

    PS.DC.3

    The student will utilize the principles of experimental design to plan and conduct a well-designed experiment.

  • a timeline for the project with deliverables

    DS.2.a.iii

    a timeline for the project with deliverables;

  • Describe the principles of experimental design, including

    PS.DC.3.a

    Describe the principles of experimental design, including:

  • Key Performance Indicators

    DS.2.a.iv

    Key Performance Indicators (KPI) for the successful data project deliverables;

  • resource needs and tools for the project

    DS.2.a.v

    resource needs and tools for the project;

  • treatment/control groups

    PS.DC.3.a.i

    treatment/control groups;

  • blinding/placebo effects

    PS.DC.3.a.ii

    blinding/placebo effects;

  • bias considerations for the sampling process of the project

    DS.2.a.vi

    bias considerations for the sampling process of the project; and

  • limitations of the project

    DS.2.a.vii

    limitations of the project.

  • experimental units/subjects

    PS.DC.3.a.iii

    experimental units/subjects; and

  • blocking/matched pairs and completely randomized designs

    PS.DC.3.a.iv

    blocking/matched pairs and completely randomized designs.

  • Given the context and parameters of a problem, choose from among various…

    DS.2.b

    Given the context and parameters of a problem, choose from among various sampling techniques, which may include

  • simple random

    DS.2.b.i

    simple random;

  • Evaluate the principles of experimental design to address comparison…

    PS.DC.3.b

    Evaluate the principles of experimental design to address comparison, randomization, replication, and control within the context of the problem.

  • systematic

    DS.2.b.ii

    systematic;

  • Compare and contrast controlled experiments and observational studies and the…

    PS.DC.3.c

    Compare and contrast controlled experiments and observational studies and the conclusions that may be drawn from each.

  • Use the statistical cycle to plan and conduct a well-designed experiment to…

    PS.DC.3.d

    Use the statistical cycle to plan and conduct a well-designed experiment to answer a question or address a problem.

  • stratified; and

    DS.2.b.iii

    stratified; and

  • Select a data collection method appropriate for a given context

    PS.DC.3.e

    Select a data collection method appropriate for a given context.

  • cluster

    DS.2.b.iv

    cluster;

  • identify specific examples of real-world problems that can be effectively…

    DS.1

    identify specific examples of real-world problems that can be effectively addressed using data science.

  • formulate a top down plan for data collection and analysis, with quantifiable…

    DS.2

    formulate a top down plan for data collection and analysis, with quantifiable results, based on the context of a problem.

Characteristics of Functions
  • The student will identify and analyze the properties of polynomial…

    MA.CF.1

    The student will identify and analyze the properties of polynomial, rational, piecewise-defined, absolute value, radical, and step functions and sketch the graphs of the functions.

  • Use mathematical reasoning to identify polynomial, rational, piecewise-defined…

    MA.CF.1.a

    Use mathematical reasoning to identify polynomial, rational, piecewise-defined, absolute value, radical, and step functions, given an equation or graph.

  • Given multiple representations of a polynomial, rational, piecewise-defined…

    MA.CF.1.b

    Given multiple representations of a polynomial, rational, piecewise-defined, absolute value, radical, and step function, analyze:

  • domain and range

    MA.CF.1.b.i

    domain and range;

  • roots (including complex roots)

    MA.CF.1.b.ii

    roots (including complex roots);

  • intercepts

    MA.CF.1.b.iii

    intercepts;

  • symmetry (including even and odd functions)

    MA.CF.1.b.iv

    symmetry (including even and odd functions);

  • asymptotes (horizontal, vertical

    MA.CF.1.b.v

    asymptotes (horizontal, vertical, and oblique/slant;

  • points of discontinuity

    MA.CF.1.b.vi

    points of discontinuity;

  • intervals for which the function is increasing, decreasing or constant

    MA.CF.1.b.vii

    intervals for which the function is increasing, decreasing or constant;

  • end behavior; and

    MA.CF.1.b.viii

    end behavior; and

  • relative and/or absolute maximum and minimum points

    MA.CF.1.b.ix

    relative and/or absolute maximum and minimum points.

  • Sketch the graph of a polynomial, rational, piecewise-defined, absolute value…

    MA.CF.1.c

    Sketch the graph of a polynomial, rational, piecewise-defined, absolute value, radical, and step function.

  • The student will determine the limit of a function if it exists

    MA.CF.2

    The student will determine the limit of a function if it exists.

  • Verify estimates about the limit of a function using graphing technology

    MA.CF.2.a

    Verify estimates about the limit of a function using graphing technology.

  • Determine the limit of a function algebraically and verify with graphing…

    MA.CF.2.b

    Determine the limit of a function algebraically and verify with graphing technology.

  • Determine the limit of a function numerically and verify with graphing…

    MA.CF.2.c

    Determine the limit of a function numerically and verify with graphing technology.

  • Use proper limit notation, including when describing the end behavior of a…

    MA.CF.2.d

    Use proper limit notation, including when describing the end behavior of a function.

  • As the variable approaches a finite number

    MA.CF.2.e

    As the variable approaches a finite number,

  • determine the limit of a function numerically by direct substitution

    MA.CF.2.e.i

    determine the limit of a function numerically by direct substitution;

  • determine the limit of a function using algebraic manipulation

    MA.CF.2.e.ii

    determine the limit of a function using algebraic manipulation;

  • estimate the limit of a function using a table

    MA.CF.2.e.iii

    estimate the limit of a function using a table; and

  • determine the limit of a function from a given graph

    MA.CF.2.e.iv

    determine the limit of a function from a given graph.

  • As the variable approaches positive or negative infinity, analyze the limit of…

    MA.CF.2.f

    As the variable approaches positive or negative infinity, analyze the limit of a function to describe the end behavior.

  • The student will analyze and describe the continuity of functions

    MA.CF.3

    The student will analyze and describe the continuity of functions.

  • Describe continuity of a function

    MA.CF.3.a

    Describe continuity of a function.

  • Use mathematical notation to communicate and describe the continuity of…

    MA.CF.3.b

    Use mathematical notation to communicate and describe the continuity of functions including polynomial, rational, piecewise, absolute value, radical, and step function, using graphical and algebraic methods.

  • Prove continuity at a point, using the definition

    MA.CF.3.c

    Prove continuity at a point, using the definition.

  • Classify types of discontinuity based on which condition of continuity is…

    MA.CF.3.d

    Classify types of discontinuity based on which condition of continuity is violated.

Circular Trigonometry
  • The student will determine the degree and radian measure of angles

    T.CT.1

    The student will determine the degree and radian measure of angles; sketch angles in standard position on a coordinate plane; and determine the sine, cosine, tangent, cosecant, secant, and cotangent of an angle, given a point on the terminal side of an angle in standard position or the value of a trigonometric function of the angle.

  • Define a radian as a unit of angle measure and determine the relationship…

    T.CT.1.a

    Define a radian as a unit of angle measure and determine the relationship between the radian measure of an angle and the length of the intercepted arc in a circle.

  • Determine the degree and radian measure of angles to include both negative and…

    T.CT.1.b

    Determine the degree and radian measure of angles to include both negative and positive rotations in the coordinate plane.

  • Find both positive and negative coterminal angles for a given angle

    T.CT.1.c

    Find both positive and negative coterminal angles for a given angle.

  • Identify the quadrant or axis in/on which the terminal side of an angle lies

    T.CT.1.d

    Identify the quadrant or axis in/on which the terminal side of an angle lies.

  • Draw a reference right triangle when given a point on the terminal side of an…

    T.CT.1.e

    Draw a reference right triangle when given a point on the terminal side of an angle in standard position.

  • Draw a reference right triangle when given the value of a trigonometric…

    T.CT.1.f

    Draw a reference right triangle when given the value of a trigonometric function of an angle (sine, cosine, tangent, cosecant, secant, and cotangent).

  • Determine the value of any trigonometric function

    T.CT.1.g

    Determine the value of any trigonometric function (sine, cosine, tangent, cosecant, secant, and cotangent) when given a point on the terminal side of an angle in standard position.

  • Given one trigonometric function value, determine the other five trigonometric…

    T.CT.1.h

    Given one trigonometric function value, determine the other five trigonometric function values.

  • Calculate the length of an arc of a circle in radians

    T.CT.1.i

    Calculate the length of an arc of a circle in radians.

  • Calculate the area of a sector of a circle

    T.CT.1.j

    Calculate the area of a sector of a circle.

  • The student will develop and apply the properties of the unit circle in degrees…

    T.CT.2

    The student will develop and apply the properties of the unit circle in degrees and radians.

  • Convert between radian and degree measure of special angles of the unit circle…

    T.CT.2.a

    Convert between radian and degree measure of special angles of the unit circle without the use of technology.

  • Define the six circular trigonometric functions of an angle in standard…

    T.CT.2.b

    Define the six circular trigonometric functions of an angle in standard position on the unit circle.

  • Apply knowledge of right triangle trigonometry, special right triangles

    T.CT.2.c

    Apply knowledge of right triangle trigonometry, special right triangles, and the properties of the unit circle to determine trigonometric functions values of special angles (0°, 30°, 45°, 60°, and 90°) and their related angles in degree and radians without the use of technology.

Equations and Inequalities
  • The student will represent, solve, explain

    A.EI.1

    The student will represent, solve, explain, and interpret the solution to multistep linear equations and inequalities in one variable and literal equations for a specified variable.

  • The student will represent, solve

    A2.EI.1

    The student will represent, solve, and interpret the solution to absolute value equations and inequalities in one variable.

  • Write a linear equation or inequality in one variable to represent a contextual…

    A.EI.1.a

    Write a linear equation or inequality in one variable to represent a contextual situation.

  • Create an absolute value equation in one variable to model a contextual…

    A2.EI.1.a

    Create an absolute value equation in one variable to model a contextual situation.

  • Solve multistep linear equations in one variable, including those in contextual…

    A.EI.1.b

    Solve multistep linear equations in one variable, including those in contextual situations, by applying the properties of real numbers and/or properties of equality.

  • Solve an absolute value equation in one variable algebraically and verify the…

    A2.EI.1.b

    Solve an absolute value equation in one variable algebraically and verify the solution graphically.

  • Solve multistep linear inequalities in one variable algebraically and graph the…

    A.EI.1.c

    Solve multistep linear inequalities in one variable algebraically and graph the solution set on a number line, including those in contextual situations, by applying the properties of real numbers and/or properties of inequality.

  • Rearrange a formula or literal equation to solve for a specified variable by…

    A.EI.1.d

    Rearrange a formula or literal equation to solve for a specified variable by applying the properties of equality.

  • Create an absolute value inequality in one variable to model a contextual…

    A2.EI.1.c

    Create an absolute value inequality in one variable to model a contextual situation.

  • Determine if a linear equation in one variable has one solution, no solution

    A.EI.1.e

    Determine if a linear equation in one variable has one solution, no solution, or an infinite number of solutions.

  • Solve an absolute value inequality in one variable and represent the solution…

    A2.EI.1.d

    Solve an absolute value inequality in one variable and represent the solution set using set notation, interval notation, and using a number line.

  • Verify possible solution

    A.EI.1.f

    Verify possible solution(s) to multistep linear equations and inequalities in one variable algebraically, graphically, and with technology to justify the reasonableness of the answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Verify possible solution

    A2.EI.1.e

    Verify possible solution(s) to absolute value equations and inequalities in one variable algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • The student will represent, solve, explain

    A.EI.2

    The student will represent, solve, explain, and interpret the solution to a system of two linear equations, a linear inequality in two variables, or a system of two linear inequalities in two variables.

  • The student will represent, solve

    A2.EI.2

    The student will represent, solve, and interpret the solution to quadratic equations in one variable over the set of complex numbers and solve quadratic inequalities in one variable.

  • Create a quadratic equation or inequality in one variable to model a contextual…

    A2.EI.2.a

    Create a quadratic equation or inequality in one variable to model a contextual situation.

  • Create a system of two linear equations in two variables to represent a…

    A.EI.2.a

    Create a system of two linear equations in two variables to represent a contextual situation.

  • Solve a quadratic equation in one variable over the set of complex numbers…

    A2.EI.2.b

    Solve a quadratic equation in one variable over the set of complex numbers algebraically.

  • Apply the properties of real numbers and/or properties of equality to solve a…

    A.EI.2.b

    Apply the properties of real numbers and/or properties of equality to solve a system of two linear equations in two variables, algebraically and graphically.

  • Determine whether a system of two linear equations has one solution, no solution

    A.EI.2.c

    Determine whether a system of two linear equations has one solution, no solution, or an infinite number of solutions.

  • Determine the solution to a quadratic inequality in one variable over the set…

    A2.EI.2.c

    Determine the solution to a quadratic inequality in one variable over the set of real numbers algebraically.

  • Verify possible solution

    A2.EI.2.d

    Verify possible solution(s) to quadratic equations or inequalities in one variable algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Create a linear inequality in two variables to represent a contextual situation

    A.EI.2.d

    Create a linear inequality in two variables to represent a contextual situation.

  • The student will solve a system of equations in two variables containing a…

    A2.EI.3

    The student will solve a system of equations in two variables containing a quadratic expression.

  • Represent the solution of a linear inequality in two variables graphically on a…

    A.EI.2.e

    Represent the solution of a linear inequality in two variables graphically on a coordinate plane.

  • Create a system of two linear inequalities in two variables to represent a…

    A.EI.2.f

    Create a system of two linear inequalities in two variables to represent a contextual situation.

  • Represent the solution set of a system of two linear inequalities in two…

    A.EI.2.g

    Represent the solution set of a system of two linear inequalities in two variables, graphically on a coordinate plane.

  • Create a linear-quadratic or quadratic-quadratic system of equations to model a…

    A2.EI.3.a

    Create a linear-quadratic or quadratic-quadratic system of equations to model a contextual situation.

  • Verify possible solution

    A.EI.2.h

    Verify possible solution(s) to a system of two linear equations, a linear inequality in two variable, or a system of two linear inequalities algebraically, graphically, and with technology to justify the reasonableness of the answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Determine the number of solutions to a linear-quadratic and quadratic-quadratic…

    A2.EI.3.b

    Determine the number of solutions to a linear-quadratic and quadratic-quadratic system of equations in two variables.

  • The student will represent, solve

    A.EI.3

    The student will represent, solve, and interpret the solution to a quadratic equation in one variable.

  • Solve a linear-quadratic and quadratic-quadratic system of equations…

    A2.EI.3.c

    Solve a linear-quadratic and quadratic-quadratic system of equations algebraically and graphically, including situations in context.

  • Verify possible solution

    A2.EI.3.d

    Verify possible solution(s) to linear-quadratic or quadratic-quadratic system of equations algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Solve a quadratic equation in one variable over the set of real numbers with…

    A.EI.3.a

    Solve a quadratic equation in one variable over the set of real numbers with rational or irrational solutions, including those that can be used to solve contextual problems.

  • The student will represent, solve

    A2.EI.4

    The student will represent, solve, and interpret the solution to an equation containing rational algebraic expressions.

  • Determine and justify if a quadratic equation in one variable has no real…

    A.EI.3.b

    Determine and justify if a quadratic equation in one variable has no real solutions, one real solution, or two real solutions.

  • Verify possible solution

    A.EI.3.c

    Verify possible solution(s) to a quadratic equation in one variable algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Create an equation containing a rational expression to model a contextual…

    A2.EI.4.a

    Create an equation containing a rational expression to model a contextual situation.

  • Solve rational equations with real solutions containing factorable algebraic…

    A2.EI.4.b

    Solve rational equations with real solutions containing factorable algebraic expressions algebraically and graphically. Algebraic expressions should be limited to linear and quadratic expressions.

  • Verify possible solution

    A2.EI.4.c

    Verify possible solution(s) to rational equations algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Justify why a possible solution to an equation containing a rational expression…

    A2.EI.4.d

    Justify why a possible solution to an equation containing a rational expression might be extraneous.

  • The student will represent, solve

    A2.EI.5

    The student will represent, solve, and interpret the solution to an equation containing a radical expression.

  • Solve an equation containing no more than one radical expression algebraically…

    A2.EI.5.a

    Solve an equation containing no more than one radical expression algebraically and graphically.

  • Verify possible solution

    A2.EI.5.b

    Verify possible solution(s) to radical equations algebraically, graphically, and with technology, to justify the reasonableness of answer(s). Explain the solution method and interpret solutions for problems given in context.

  • Justify why a possible solution to an equation with a square root might be…

    A2.EI.5.c

    Justify why a possible solution to an equation with a square root might be extraneous.

  • The student will represent, solve

    A2.EI.6

    The student will represent, solve, and interpret the solution to a polynomial equation.

  • Determine a factored form of a polynomial equation, of degree three or higher…

    A2.EI.6.a

    Determine a factored form of a polynomial equation, of degree three or higher, given its zeros or the x-intercepts of the graph of its related function.

  • Determine the number and type of solutions

    A2.EI.6.b

    Determine the number and type of solutions (real or imaginary) of a polynomial equation of degree three or higher.

  • Solve a polynomial equation over the set of complex numbers

    A2.EI.6.c

    Solve a polynomial equation over the set of complex numbers.

  • Verify possible solution

    A2.EI.6.d

    Verify possible solution(s) to polynomial equations of degree three or higher algebraically, graphically, and with technology to justify the reasonableness of answer(s). Explain the solution method and interpret solutions in context.

Components of Programming
  • The student will design a step-by-step plan to perform a task or solve a…

    CM.CP.1

    The student will design a step-by-step plan to perform a task or solve a problem, including those arising from mathematical or interdisciplinary contexts.

  • Design a step-by-step plan to perform a task or solve a problem using a…

    CM.CP.1.a

    Design a step-by-step plan to perform a task or solve a problem using a flowchart or pseudocode that outlines the subtasks needed.

  • Define the variables needed to perform a task or solve a problem

    CM.CP.1.b

    Define the variables needed to perform a task or solve a problem.

  • Define the constraints of a task or problem

    CM.CP.1.c

    Define the constraints of a task or problem (e.g., pre-conditions, post-conditions) to determine the desired input and output.

  • The student will construct Boolean expressions and implement…

    CM.CP.2

    The student will construct Boolean expressions and implement conditional statements.

  • Write and implement Boolean expressions using logical and relational operators

    CM.CP.2.a

    Write and implement Boolean expressions using logical and relational operators (e.g., !, &&, ||, ==, <, >, >=, <=, !=).

  • Write and implement “if” conditional statements

    CM.CP.2.b

    Write and implement “if” conditional statements.

  • Write and implement “if/else” conditional statements

    CM.CP.2.c

    Write and implement “if/else” conditional statements.

  • Write and implement compound conditional statements

    CM.CP.2.d

    Write and implement compound conditional statements (e.g., nested conditionals, chained conditional statements).

  • Determine which parts of an algorithm are executed based on a condition being…

    CM.CP.2.e

    Determine which parts of an algorithm are executed based on a condition being true or false.

  • The student will perform iteration with loops

    CM.CP.3

    The student will perform iteration with loops.

  • Write and implement “while” and “for” loops

    CM.CP.3.a

    Write and implement “while” and “for” loops.

  • Differentiate between loops that run a fixed number of times and loops that run…

    CM.CP.3.b

    Differentiate between loops that run a fixed number of times and loops that run an indefinite number of times (e.g., stopping dependent on variable conditions).

  • Identify conditions that cause infinite loops

    CM.CP.3.c

    Identify conditions that cause infinite loops.

  • Determine the outcome of code segments that include loops

    CM.CP.3.d

    Determine the outcome of code segments that include loops.

  • The student will write and implement the output phase of a computer program

    CM.CP.4

    The student will write and implement the output phase of a computer program.

  • Write and implement the output phase of a computer program, which may include

    CM.CP.4.a

    Write and implement the output phase of a computer program, which may include:

  • formatting output in text-based environments

    CM.CP.4.a.i

    formatting output in text-based environments;

  • displaying output through a graphical user interface

    CM.CP.4.a.ii

    displaying output through a graphical user interface; and

  • sending output to a physical device

    CM.CP.4.a.iii

    sending output to a physical device (e.g., speakers, robots, LED lights).

  • Write output to a file

    CM.CP.4.b

    Write output to a file.

  • The student will write and implement the input phase of a computer program

    CM.CP.5

    The student will write and implement the input phase of a computer program.

  • Write and implement input statements to store user given values into a program

    CM.CP.5.a

    Write and implement input statements to store user given values into a program.

  • Validate input data using exception coding

    CM.CP.5.b

    Validate input data using exception coding (e.g., using a “while” loop to control valid input by a user).

  • Determine what output a program will produce given a specific input

    CM.CP.5.c

    Determine what output a program will produce given a specific input.

  • The student will implement library functions

    CM.CP.6

    The student will implement library functions.

  • Implement library functions to process data

    CM.CP.6.a

    Implement library functions to process data.

  • Implement library functions to perform mathematical operations

    CM.CP.6.b

    Implement library functions to perform mathematical operations (e.g., random, absolute value, square root, power).

  • Implement void library functions and return library functions

    CM.CP.6.c

    Implement void library functions and return library functions.

  • Implement overloaded library functions

    CM.CP.6.d

    Implement overloaded library functions.

  • The student will write and implement user-defined functions

    CM.CP.7

    The student will write and implement user-defined functions.

  • Write and implement a user-defined function to complete a task or sub-task

    CM.CP.7.a

    Write and implement a user-defined function to complete a task or sub-task.

  • Write and implement void functions and return functions

    CM.CP.7.b

    Write and implement void functions and return functions.

  • Write and implement functions that accept parameters

    CM.CP.7.c

    Write and implement functions that accept parameters.

  • The student will implement pre-defined algorithms, including search routines…

    CM.CP.8

    The student will implement pre-defined algorithms, including search routines and sort routines.

  • Differentiate between types of search routines

    CM.CP.8.a

    Differentiate between types of search routines.

  • Differentiate between types of sort routines

    CM.CP.8.b

    Differentiate between types of sort routines.

  • Implement pre-defined algorithms

    CM.CP.8.c

    Implement pre-defined algorithms.

  • Implement a search routine on a one-dimensional list or an array, including…

    CM.CP.8.d

    Implement a search routine on a one-dimensional list or an array, including sequential search and binary search.

  • Implement a sort routine on a one-dimensional list or an array

    CM.CP.8.e

    Implement a sort routine on a one-dimensional list or an array (e.g., selection sort, insertion sort, merge sort).

Descriptive Statistics
  • The student will represent and analyze data visualizations of univariate…

    PS.DS.1

    The student will represent and analyze data visualizations of univariate quantitative data, including dot plots, stemplots, boxplots, cumulative frequency graphs, and histograms, to identify and describe patterns and departures from patterns, using central tendency, spread, clusters, gaps, and outliers, within the context of a problem.

  • Create and interpret graphical displays of data, including dot plots…

    PS.DS.1.a

    Create and interpret graphical displays of data, including dot plots, stemplots, boxplots, cumulative frequency graphs, and histograms, using appropriate technology.

  • Examine the graphs within the context of the problem by analyzing

    PS.DS.1.b

    Examine the graphs within the context of the problem by analyzing:

  • shape

    PS.DS.1.b.i

    shape;

  • measures of center

    PS.DS.1.b.ii

    measures of center;

  • spread; and

    PS.DS.1.b.iii

    spread; and

  • unusual features of the data

    PS.DS.1.b.iv

    unusual features of the data (e.g., outliers, clusters, gaps).

  • The student will represent and analyze numerical characteristics of…

    PS.DS.2

    The student will represent and analyze numerical characteristics of univariate quantitative data sets to describe patterns and departures from patterns within the context of a problem

  • Interpret measures of central tendency

    PS.DS.2.a

    Interpret measures of central tendency: mean, median, and mode.

  • Interpret measures of spread

    PS.DS.2.b

    Interpret measures of spread: range, interquartile range, variance, and standard deviation.

  • Identify possible outliers, using an algorithm

    PS.DS.2.c

    Identify possible outliers, using an algorithm.

  • Investigate and explain the influence of outliers on a univariate data set

    PS.DS.2.d

    Investigate and explain the influence of outliers on a univariate data set.

  • Investigate and explain ways in which standard deviation addresses variability…

    PS.DS.2.e

    Investigate and explain ways in which standard deviation addresses variability by examining the formula for standard deviation.

  • The student will represent, compare

    PS.DS.3

    The student will represent, compare, and analyze distributions of two or more univariate quantitative data sets, numerically and graphically.

  • Create graphical displays of data, including back-to-back stemplots, parallel…

    PS.DS.3.a

    Create graphical displays of data, including back-to-back stemplots, parallel dot plots, parallel boxplots, and histograms, using appropriate technology.

  • Compare and contrast two or more univariate data sets, numerically and…

    PS.DS.3.b

    Compare and contrast two or more univariate data sets, numerically and graphically, within the context of a problem by analyzing:

  • shape

    PS.DS.3.b.i

    shape;

  • measures of center

    PS.DS.3.b.ii

    measures of center;

  • measures of spread; and

    PS.DS.3.b.iii

    measures of spread; and

  • unusual features of the data

    PS.DS.3.b.iv

    unusual features of the data (e.g., clusters, gaps, outliers).

  • The student will represent and analyze categorical data, using two-way tables…

    PS.DS.4

    The student will represent and analyze categorical data, using two-way tables and other graphical displays, to describe patterns and relationships.

  • Create and interpret graphical displays of univariate categorical data…

    PS.DS.4.a

    Create and interpret graphical displays of univariate categorical data, including bar graphs within the context of the problem, using appropriate technology.

  • Create and interpret graphical displays comparing distributions of two or more…

    PS.DS.4.b

    Create and interpret graphical displays comparing distributions of two or more univariate categorical data sets including segmented and side-by-side bar graphs within the context of the problem, using appropriate technology.

  • Generate and interpret a two-way table as a summary of the information obtained…

    PS.DS.4.c

    Generate and interpret a two-way table as a summary of the information obtained from two categorical variables.

  • Calculate and interpret marginal, relative

    PS.DS.4.d

    Calculate and interpret marginal, relative, and conditional frequencies to analyze data in a two-way table within the context of a problem.

  • The student will represent and analyze quantitative bivariate data with…

    PS.DS.5

    The student will represent and analyze quantitative bivariate data with scatterplots to identify and describe the relationship between two variables.

  • Create scatterplots, using appropriate technology

    PS.DS.5.a

    Create scatterplots, using appropriate technology.

  • Examine and interpret scatterplots in the context of the problem by analyzing

    PS.DS.5.b

    Examine and interpret scatterplots in the context of the problem by analyzing:

  • the form of relationship for linear and nonlinear trends

    PS.DS.5.b.i

    the form of relationship for linear and nonlinear trends;

  • the direction of the relationship for positive, negative

    PS.DS.5.b.ii

    the direction of the relationship for positive, negative, or no association;

  • the strength of the relationship such as strong, moderate

    PS.DS.5.b.iii

    the strength of the relationship such as strong, moderate, or weak; and

  • the presence of unusual features within the data

    PS.DS.5.b.iv

    the presence of unusual features within the data (e.g., clusters, gaps, influential points, outliers).

  • The student will create and interpret a linear model using the least squares…

    PS.DS.6

    The student will create and interpret a linear model using the least squares regression method to assess the relationship between two quantitative variables

  • Create the least squares regression model using technology to interpret the…

    PS.DS.6.a

    Create the least squares regression model using technology to interpret the contextual meaning of the slope and y-intercept.

  • Using technology, calculate and interpret the correlation coefficient, r…

    PS.DS.6.b

    Using technology, calculate and interpret the correlation coefficient, r, within the context of a problem.

  • Using technology, calculate and interpret the coefficient of determination…

    PS.DS.6.c

    Using technology, calculate and interpret the coefficient of determination, r 2 , within the context of a problem.

  • Use regression lines to make predictions

    PS.DS.6.d

    Use regression lines to make predictions, and identify the limitations of the predictions, such as extrapolation.

  • Calculate and interpret a residual to understand the error of a prediction

    PS.DS.6.e

    Calculate and interpret a residual to understand the error of a prediction.

  • Using technology, calculate and interpret the standard deviation of the…

    PS.DS.6.f

    Using technology, calculate and interpret the standard deviation of the residuals, s.

Triangles
  • The student will determine the relationships between the measures of angles…

    G.TR.1

    The student will determine the relationships between the measures of angles and lengths of sides in triangles, including problems in context.

  • Given the lengths of three segments, determine whether a triangle could be…

    G.TR.1.a

    Given the lengths of three segments, determine whether a triangle could be formed.

  • Given the lengths of two sides of a triangle, determine the range in which the…

    G.TR.1.b

    Given the lengths of two sides of a triangle, determine the range in which the length of the third side must lie.

  • Order the sides of a triangle by their lengths when given information about the…

    G.TR.1.c

    Order the sides of a triangle by their lengths when given information about the measures of the angles.

  • Order the angles of a triangle by their measures when given information about…

    G.TR.1.d

    Order the angles of a triangle by their measures when given information about the lengths of the sides.

  • Solve for interior and exterior angles of a triangle, when given two angles

    G.TR.1.e

    Solve for interior and exterior angles of a triangle, when given two angles.

  • The student will, given information in the form of a figure or statement, prove…

    G.TR.2

    The student will, given information in the form of a figure or statement, prove and justify two triangles are congruent using direct and indirect proofs, and solve problems involving measured attributes of congruent triangles.

  • Use definitions, postulates

    G.TR.2.a

    Use definitions, postulates, and theorems (including Side-Side-Side (SSS); Side-Angle-Side (SAS); Angle-Side-Angle (ASA); Angle-Angle-Side (AAS); and Hypotenuse-Leg (HL)) to prove and justify two triangles are congruent.

  • Use algebraic methods to prove that two triangles are congruent

    G.TR.2.b

    Use algebraic methods to prove that two triangles are congruent.

  • Use coordinate methods, such as the slope formula and the distance formula, to…

    G.TR.2.c

    Use coordinate methods, such as the slope formula and the distance formula, to prove two triangles are congruent.

  • Given a triangle, use congruent segment, congruent angle, and/or perpendicular…

    G.TR.2.d

    Given a triangle, use congruent segment, congruent angle, and/or perpendicular line constructions to create a congruent triangle (SSS, SAS, ASA, AAS, and HL).

  • The student will, given information in the form of a figure or statement, prove…

    G.TR.3

    The student will, given information in the form of a figure or statement, prove and justify two triangles are similar using direct and indirect proofs, and solve problems, including those in context, involving measured attributes of similar triangles.

  • Use definitions, postulates

    G.TR.3.a

    Use definitions, postulates, and theorems (including Side-Angle-Side (SAS); Side-Side-Side (SSS); and Angle-Angle (AA)) to prove and justify that triangles are similar.

  • Use algebraic methods to prove that triangles are similar

    G.TR.3.b

    Use algebraic methods to prove that triangles are similar.

  • Use coordinate methods, such as the slope formula and the distance formula, to…

    G.TR.3.c

    Use coordinate methods, such as the slope formula and the distance formula, to prove two triangles are similar.

  • Describe a sequence of transformations that can be used to verify similarity of…

    G.TR.3.d

    Describe a sequence of transformations that can be used to verify similarity of triangles located in the same plane.

  • Solve problems, including those in context involving attributes of similar…

    G.TR.3.e

    Solve problems, including those in context involving attributes of similar triangles.

  • The student will model and solve problems, including those in context…

    G.TR.4

    The student will model and solve problems, including those in context, involving trigonometry in right triangles and applications of the Pythagorean Theorem.

  • Determine whether a triangle formed with three given lengths is a right…

    G.TR.4.a

    Determine whether a triangle formed with three given lengths is a right triangle.

  • Find and verify trigonometric ratios using right triangles

    G.TR.4.b

    Find and verify trigonometric ratios using right triangles.

  • Model and solve problems, including those in context, involving right triangle…

    G.TR.4.c

    Model and solve problems, including those in context, involving right triangle trigonometry (sine, cosine, and tangent ratios).

  • Solve problems using the properties of special right triangles

    G.TR.4.d

    Solve problems using the properties of special right triangles.

  • Solve for missing lengths in geometric figures, using properties of 45°-45°-90°…

    G.TR.4.e

    Solve for missing lengths in geometric figures, using properties of 45°-45°-90° triangles, where rationalizing denominators may be necessary.

  • Solve for missing lengths in geometric figures, using properties of 30°-60°-90°…

    G.TR.4.f

    Solve for missing lengths in geometric figures, using properties of 30°-60°-90° triangles, where rationalizing denominators may be necessary.

  • Solve problems, including those in context, involving right triangles using the…

    G.TR.4.g

    Solve problems, including those in context, involving right triangles using the Pythagorean Theorem and its converse, including recognizing Pythagorean Triples.

Data Analysis
  • The student will apply the data cycle

    AFDA.DA.1

    The student will apply the data cycle (formulate questions; collect or acquire data; organize and represent data; and analyze data and communicate results) with a focus on representing bivariate data in scatterplots and determining the curve of best fit using linear, quadratic, and exponential functions.

  • Formulate investigative questions that require the collection or acquisition of…

    AFDA.DA.1.a

    Formulate investigative questions that require the collection or acquisition of bivariate data, where exactly two of the variables are quantitative.

  • Collect or acquire bivariate data from a representative sample to answer an…

    AFDA.DA.1.b

    Collect or acquire bivariate data from a representative sample to answer an investigative question.

  • Represent bivariate data with a scatterplot using technology and describe how…

    AFDA.DA.1.c

    Represent bivariate data with a scatterplot using technology and describe how the variables are related in terms of the given context.

  • Make predictions, decisions

    AFDA.DA.1.d

    Make predictions, decisions, and critical judgments using data, scatterplots, or the equation(s) of the mathematical model.

  • The student will apply the data cycle

    AFDA.DA.2

    The student will apply the data cycle (formulate questions; collect or acquire data; organize and represent data; and analyze data and communicate results) with a focus on the design and implementation of an experiment and/or observational study.

  • Formulate questions that can be addressed with data and assess the type of data…

    AFDA.DA.2.a

    Formulate questions that can be addressed with data and assess the type of data relevant to the question (e.g., quantitative versus categorical).

  • Investigate, describe

    AFDA.DA.2.b

    Investigate, describe, and determine best sampling techniques, such as simple random sampling, stratified sampling, and cluster sampling.

  • Plan and conduct an experiment and/or observational study

    AFDA.DA.2.c

    Plan and conduct an experiment and/or observational study. The experimental design should address control, randomization, and minimization of experimental error.

  • Collect or acquire data to answer a statistical question

    AFDA.DA.2.d

    Collect or acquire data to answer a statistical question.

  • Recognize that data may contain errors, have missing values

    AFDA.DA.2.e

    Recognize that data may contain errors, have missing values, or may be biased, and make decisions about how to account for these issues.

  • Identify biased sampling methods

    AFDA.DA.2.f

    Identify biased sampling methods.

  • Given a plan for an observational study, identify possible sources of bias

    AFDA.DA.2.g

    Given a plan for an observational study, identify possible sources of bias, and describe ways to reduce bias.

  • Select, create, and use appropriate visual representations of data to…

    AFDA.DA.2.h

    Select, create, and use appropriate visual representations of data to brainstorm solutions.

  • Use appropriate statistical methods to analyze data

    AFDA.DA.2.i

    Use appropriate statistical methods to analyze data.

  • Communicate the description of an experiment and/or observational study, the…

    AFDA.DA.2.j

    Communicate the description of an experiment and/or observational study, the resulting data, analysis, and the validity of the conclusions.

  • The student will calculate and interpret probabilities, including those…

    AFDA.DA.3

    The student will calculate and interpret probabilities, including those in contextual situations.

  • Analyze, interpret, and make predictions based on theoretical probability

    AFDA.DA.3.a

    Analyze, interpret, and make predictions based on theoretical probability.

  • Calculate conditional probabilities for dependent, independent

    AFDA.DA.3.b

    Calculate conditional probabilities for dependent, independent, and mutually exclusive events.

  • Represent and calculate probabilities using Venn diagrams, probability trees…

    AFDA.DA.3.c

    Represent and calculate probabilities using Venn diagrams, probability trees, organized lists, two-way tables, simulations, or other probability models.

  • Interpret probabilities from simulations or experiments to make informed…

    AFDA.DA.3.d

    Interpret probabilities from simulations or experiments to make informed decisions and justify the rationale.

  • Define and give contextual examples of complementary, dependent, independent

    AFDA.DA.3.e

    Define and give contextual examples of complementary, dependent, independent, and mutually exclusive events.

  • Given two or more events in a problem setting, determine whether the events…

    AFDA.DA.3.f

    Given two or more events in a problem setting, determine whether the events are complementary, dependent, independent, and/or mutually exclusive.

  • Compare and contrast permutations and combinations, including those in…

    AFDA.DA.3.g

    Compare and contrast permutations and combinations, including those in contextual situations.

  • Calculate the number of permutations of n objects taken r at a time, without…

    AFDA.DA.3.h

    Calculate the number of permutations of n objects taken r at a time, without repetition.

  • Calculate the number of combinations of n objects taken r at a time, without…

    AFDA.DA.3.i

    Calculate the number of combinations of n objects taken r at a time, without repetition.

  • The student will describe and apply the properties of normal…

    AFDA.DA.4

    The student will describe and apply the properties of normal distribution, including those in contextual situations.

  • Identify and describe the properties of a normal distribution

    AFDA.DA.4.a

    Identify and describe the properties of a normal distribution.

  • Determine when the normal distribution is a reasonable representation of the…

    AFDA.DA.4.b

    Determine when the normal distribution is a reasonable representation of the data.

  • Describe how the mean and the standard deviation affect the graph of the normal…

    AFDA.DA.4.c

    Describe how the mean and the standard deviation affect the graph of the normal distribution.

  • Calculate and interpret the z-score for a data point, given the mean and the…

    AFDA.DA.4.d

    Calculate and interpret the z-score for a data point, given the mean and the standard deviation.

  • Compare two sets of normally distributed data using a standard normal…

    AFDA.DA.4.e

    Compare two sets of normally distributed data using a standard normal distribution and zscores, given the mean and the standard deviation.

  • Represent probability as the area under the curve of a standard normal…

    AFDA.DA.4.f

    Represent probability as the area under the curve of a standard normal distribution.

  • Determine probabilities associated with areas under the standard normal curve…

    AFDA.DA.4.g

    Determine probabilities associated with areas under the standard normal curve, using technology or a table of Standard Normal Probabilities.

  • Investigate, represent

    AFDA.DA.4.h

    Investigate, represent, and determine relationships between a normally distributed data set and its descriptive statistics.

Data Bias
  • Formulate relevant/clarifying questions to identify potential data biases…

    DS.3.a

    Formulate relevant/clarifying questions to identify potential data biases presented in existing analyses/visualizations.

  • Effectively read data summaries and visualizations and explain/translate into…

    DS.3.b

    Effectively read data summaries and visualizations and explain/translate into nontechnical terms in proper context.

  • Identify potential data biases in terms of data presented and discuss the…

    DS.3.c

    Identify potential data biases in terms of data presented and discuss the potential effects of such biases in terms of how they could affect data analysis and decision making.

  • Identify privacy and consumer protection issues that might be a result of how…

    DS.3.d

    Identify privacy and consumer protection issues that might be a result of how data is presented.

  • Describe the types of data that business, industry

    DS.3.e

    Describe the types of data that business, industry, and government entities collect and possible ways the data is used.

  • Identify data biases in the data collection process that include

    DS.4.a

    Identify data biases in the data collection process that include, but are not limited to, confirmation, selection, outliers, overfitting / under fitting, and confounding and describe mitigation strategies for these biases.

  • Provide examples of sampling biases in terms of data collection and the…

    DS.4.b

    Provide examples of sampling biases in terms of data collection and the potential effects.

  • Identify and describe data biases as a producer as well as a consumer/decision…

    DS.4.c

    Identify and describe data biases as a producer as well as a consumer/decision maker of data.

  • Describe how the data collection process should be focused, relevant

    DS.4.d

    Describe how the data collection process should be focused, relevant, and limited to the scope of the data project plan.

  • Describe privacy considerations in the collection of data as both a consumer…

    DS.4.e

    Describe privacy considerations in the collection of data as both a consumer and producer.

  • Define storytelling and explain the importance of storytelling as a strategy to…

    DS.5.a

    Define storytelling and explain the importance of storytelling as a strategy to communicate the idea behind and results of a data science project effectively.

  • Explain the steps involved in data storytelling and how it relates to the data…

    DS.5.b

    Explain the steps involved in data storytelling and how it relates to the data cycle.

  • Effectively identify a story worth telling based on the data

    DS.5.c

    Effectively identify a story worth telling based on the data (looking for trends, correlations, outliers) and by asking a question or forming a hypothesis based on insight and audience.

  • Effectively select visualizations that simplify the information, highlight the…

    DS.5.d

    Effectively select visualizations that simplify the information, highlight the most important data, and communicate key points quickly.

  • Effectively simplify the information presented to make it more concise and…

    DS.5.e

    Effectively simplify the information presented to make it more concise and focus the audience's attention on the key parameters that support the student’s hypothesis.

  • Effectively form a narrative based on data available to provide context, insight

    DS.5.f

    Effectively form a narrative based on data available to provide context, insight, and interpretation to make the analysis more relevant to a given audience.

  • Explain how data storytelling should include complete and accurate information

    DS.5.g

    Explain how data storytelling should include complete and accurate information, and consistent visuals for effective communication.

  • Conduct exploratory data analysis using visualization

    DS.6.a

    Conduct exploratory data analysis using visualization.

  • Formulate questions from exploration of a data set to consider how data will…

    DS.6.b

    Formulate questions from exploration of a data set to consider how data will communicate a story.

  • Determine the effectiveness of different data visualization choices based on…

    DS.6.c

    Determine the effectiveness of different data visualization choices based on the data context from conventional statistical charts to unconventional/emerging data visualizations to more complex visualizations.

  • Create a visualization of a data set and summarize the representation using the…

    DS.6.d

    Create a visualization of a data set and summarize the representation using the context of the data.

  • Compare two or more different representations to ensure the design communicates…

    DS.6.e

    Compare two or more different representations to ensure the design communicates the features and behavior of data sets.

  • Justify design choices

    DS.6.f

    Justify design choices (based on data set type, size, context, and audience) of data visualizations to highlight important features, trends, and insights.

  • recognize the importance of data literacy and develop an awareness of how the…

    DS.3

    recognize the importance of data literacy and develop an awareness of how the analysis of data can be used in problem solving to effect change and create innovative solutions.

  • identify data biases in the data collection process

    DS.4

    identify data biases in the data collection process, and understand the implications and privacy issues surrounding data collection and processing.

Graphs of Trigonometric Functions
  • The student will graph and analyze trigonometric functions and apply…

    T.GT.1

    The student will graph and analyze trigonometric functions and apply trigonometric functions to represent periodic phenomena.

  • Sketch the graph of the six parent trigonometric functions

    T.GT.1.a

    Sketch the graph of the six parent trigonometric functions (sine, cosine, tangent, cosecant, secant, and cotangent) for at least a two-period interval.

  • Determine the domain and range, amplitude, period

    T.GT.1.b

    Determine the domain and range, amplitude, period, and asymptote locations for a trigonometric function, given a graph or an equation.

  • Describe the effects of changing the parameters

    T.GT.1.c

    Describe the effects of changing the parameters (A, B, C, or D in the standard form of a trigonometric equation) on the graph of the function using graphing technology.

  • Sketch the graph of a transformed sine, cosine

    T.GT.1.d

    Sketch the graph of a transformed sine, cosine, and tangent function written in standard form by using transformations for at least a two-period interval, including both positive and negative values for the domain.

  • Apply trigonometric functions and their graphs to represent periodic phenomena

    T.GT.1.e

    Apply trigonometric functions and their graphs to represent periodic phenomena.

  • The student will graph the six inverse trigonometric functions

    T.GT.2

    The student will graph the six inverse trigonometric functions.

  • Determine the domain and range of the inverse trigonometric functions

    T.GT.2.a

    Determine the domain and range of the inverse trigonometric functions.

  • Use the restrictions on the domain of an inverse trigonometric function to…

    T.GT.2.b

    Use the restrictions on the domain of an inverse trigonometric function to determine a value of the inverse trigonometric function.

  • Graph inverse trigonometric functions

    T.GT.2.c

    Graph inverse trigonometric functions.

Functional Relationships
  • The student will analyze compositions of functions to determine and verify…

    MA.FR.1

    The student will analyze compositions of functions to determine and verify inverses of functions.

  • Construct the composition of functions algebraically and graphically

    MA.FR.1.a

    Construct the composition of functions algebraically and graphically.

  • Determine the domain and range of composite functions algebraically and…

    MA.FR.1.b

    Determine the domain and range of composite functions algebraically and graphically.

  • Develop the inverse of a function algebraically and graphically

    MA.FR.1.c

    Develop the inverse of a function algebraically and graphically.

  • Compare the domain and range of the inverse of a function with the original…

    MA.FR.1.d

    Compare the domain and range of the inverse of a function with the original function, both algebraically and graphically.

  • Use mathematical reasoning to generalize and communicate the criteria for an…

    MA.FR.1.e

    Use mathematical reasoning to generalize and communicate the criteria for an inverse function to exist.

  • The student will analyze the characteristics of exponential and logarithmic…

    MA.FR.2

    The student will analyze the characteristics of exponential and logarithmic functions, and sketch the graphs of the functions.

  • Generalize characteristics of exponential and logarithmic functions from an…

    MA.FR.2.a

    Generalize characteristics of exponential and logarithmic functions from an equation or a graph.

  • Define e and estimate its value

    MA.FR.2.b

    Define e and estimate its value.

  • Convert between equations written in logarithmic and exponential form

    MA.FR.2.c

    Convert between equations written in logarithmic and exponential form.

  • Use laws of exponents and properties of logarithms to solve equations and…

    MA.FR.2.d

    Use laws of exponents and properties of logarithms to solve equations and simplify expressions.

  • Represent contextual problems, using exponential and logarithmic functions, to…

    MA.FR.2.e

    Represent contextual problems, using exponential and logarithmic functions, to include common and natural logarithms.

  • Sketch the graph of exponential and logarithmic functions and identify…

    MA.FR.2.f

    Sketch the graph of exponential and logarithmic functions and identify asymptotes, end behavior, intercepts, domain, and range.

  • The student will analyze sequences and finite series

    MA.FR.3

    The student will analyze sequences and finite series, and model and solve problems in context using sequences and series.

  • Use and interpret the notation

    MA.FR.3.a

    Use and interpret the notation: ∑, n, n th, and an.

  • Derive the formulas associated with arithmetic and geometric sequences and…

    MA.FR.3.b

    Derive the formulas associated with arithmetic and geometric sequences and series.

  • Determine the nth term, an, for an arithmetic or geometric sequence

    MA.FR.3.c

    Determine the nth term, an, for an arithmetic or geometric sequence.

  • Determine the sum, Sn, if it exists, of an arithmetic or geometric series

    MA.FR.3.d

    Determine the sum, Sn, if it exists, of an arithmetic or geometric series.

  • Model and solve problems in context, using sequences and series

    MA.FR.3.e

    Model and solve problems in context, using sequences and series.

  • Distinguish between a convergent and divergent series

    MA.FR.3.f

    Distinguish between a convergent and divergent series.

  • Describe convergent series in relation to the concept of a limit

    MA.FR.3.g

    Describe convergent series in relation to the concept of a limit.

Set and Number Theory
  • The student will identify and use the properties of sets and set operations

    DM.SNT.1

    The student will identify and use the properties of sets and set operations.

  • Compare and contrast sets, relations

    DM.SNT.1.a

    Compare and contrast sets, relations, and functions.

  • Express relationships between sets using Venn diagrams

    DM.SNT.1.b

    Express relationships between sets using Venn diagrams.

  • Describe a set using set-builder notation

    DM.SNT.1.c

    Describe a set using set-builder notation.

  • Construct new sets using the set operations intersection, union, difference

    DM.SNT.1.d

    Construct new sets using the set operations intersection, union, difference, and complement.

  • Identify the laws of set theory

    DM.SNT.1.e

    Identify the laws of set theory (e.g., associative, commutative, distributive, De Morgan’s Law).

  • Use the principle of inclusion and exclusion to determine the size of a set

    DM.SNT.1.f

    Use the principle of inclusion and exclusion to determine the size of a set.

  • Use the properties of set operations to prove set equality

    DM.SNT.1.g

    Use the properties of set operations to prove set equality.

  • The student will apply the formulas of combinatorics

    DM.SNT.2

    The student will apply the formulas of combinatorics.

  • Create a tree diagram to represent relationships between independent events

    DM.SNT.2.a

    Create a tree diagram to represent relationships between independent events.

  • Use the Fundamental

    DM.SNT.2.b

    Use the Fundamental (Basic) Counting Principle to determine the number of possible outcomes of an event.

  • Determine the number of combinations possible when subsets of r elements are…

    DM.SNT.2.c

    Determine the number of combinations possible when subsets of r elements are selected from a set of n elements without regard to order.

  • Determine the number of permutations possible when r objects selected from n…

    DM.SNT.2.d

    Determine the number of permutations possible when r objects selected from n objects are ordered.

  • Use the pigeonhole principle to solve packing problems to facilitate proofs

    DM.SNT.2.e

    Use the pigeonhole principle to solve packing problems to facilitate proofs.

  • Construct a proof by induction using principles of combinatorics

    DM.SNT.2.f

    Construct a proof by induction using principles of combinatorics.

  • The student will use Pascal’s Triangle to analyze numerical patterns…

    DM.SNT.3

    The student will use Pascal’s Triangle to analyze numerical patterns and relationships.

  • Construct Pascal’s Triangle

    DM.SNT.3.a

    Construct Pascal’s Triangle.

  • Expand binomials having positive integral exponents, using the Binomial Theorem…

    DM.SNT.3.b

    Expand binomials having positive integral exponents, using the Binomial Theorem and Pascal’s Triangle.

  • Compare the binomial coefficient to the calculation of combinations

    DM.SNT.3.c

    Compare the binomial coefficient to the calculation of combinations.

  • Identify the Fibonacci numbers within Pascal’s Triangle

    DM.SNT.3.d

    Identify the Fibonacci numbers within Pascal’s Triangle.

Identities and Equations
  • The student will evaluate expressions involving the six trigonometric functions…

    T.IE.1

    The student will evaluate expressions involving the six trigonometric functions and the inverse sine, cosine, and tangent functions.

  • Determine the values of trigonometric functions, with and without graphing…

    T.IE.1.a

    Determine the values of trigonometric functions, with and without graphing technology.

  • Determine angle measures by using the inverse trigonometric functions, with and…

    T.IE.1.b

    Determine angle measures by using the inverse trigonometric functions, with and without a graphing technology.

  • Evaluate composite functions that involve trigonometric functions and inverse…

    T.IE.1.c

    Evaluate composite functions that involve trigonometric functions and inverse trigonometric functions.

  • The student will use basic trigonometric identity substitutions to simplify and…

    T.IE.2

    The student will use basic trigonometric identity substitutions to simplify and verify trigonometric identities.

  • Use trigonometric identities to make algebraic substitutions to simplify and…

    T.IE.2.a

    Use trigonometric identities to make algebraic substitutions to simplify and verify trigonometric identities. The basic trigonometric identities include

  • reciprocal identities

    T.IE.2.a.i

    reciprocal identities;

  • Pythagorean identities

    T.IE.2.a.ii

    Pythagorean identities;

  • sum and difference identities

    T.IE.2.a.iii

    sum and difference identities;

  • double-angle identities

    T.IE.2.a.iv

    double-angle identities; and

  • half-angle identities

    T.IE.2.a.v

    half-angle identities.

  • Apply the sum, difference

    T.IE.2.b

    Apply the sum, difference, and half-angle identities to evaluate trigonometric function values of angles that are not integer multiples of the special angles to solve problems, including contextual situations.

  • The student will solve trigonometric equations and inequalities

    T.IE.3

    The student will solve trigonometric equations and inequalities.

  • Solve trigonometric equations with and without restricted domains algebraically…

    T.IE.3.a

    Solve trigonometric equations with and without restricted domains algebraically and graphically.

  • Solve trigonometric inequalities algebraically and graphically

    T.IE.3.b

    Solve trigonometric inequalities algebraically and graphically.

  • Verify and justify algebraic solutions to trigonometric equations and…

    T.IE.3.c

    Verify and justify algebraic solutions to trigonometric equations and inequalities, using graphing technology.

Functions
  • The student will investigate, analyze

    A.F.1

    The student will investigate, analyze, and compare linear functions algebraically and graphically, and model linear relationships.

  • Determine and identify the domain, range, zeros, slope

    A.F.1.a

    Determine and identify the domain, range, zeros, slope, and intercepts of a linear function, presented algebraically or graphically, including the interpretation of these characteristics in contextual situations.

  • Investigate and explain how transformations to the parent function y = x…

    A.F.1.b

    Investigate and explain how transformations to the parent function y = x affects the rate of change (slope) and the y-intercept of a linear function.

  • Write equivalent algebraic forms of linear functions, including slope-intercept…

    A.F.1.c

    Write equivalent algebraic forms of linear functions, including slope-intercept form, standard form, and point-slope form, and analyze and interpret the information revealed by each form

  • Write the equation of a linear function to model a linear relationship between…

    A.F.1.d

    Write the equation of a linear function to model a linear relationship between two quantities, including those that can represent contextual situations. Writing the equation of a linear function will include the following situations:

  • given the graph of a line

    A.F.1.d.i

    given the graph of a line;

  • given two points on the line whose coordinates are integers

    A.F.1.d.ii

    given two points on the line whose coordinates are integers;

  • given the slope and a point on the line whose coordinates are integers

    A.F.1.d.iii

    given the slope and a point on the line whose coordinates are integers;

  • vertical lines as x = a

    A.F.1.d.iv

    vertical lines as x = a; and

  • horizontal lines as y = c

    A.F.1.d.v

    horizontal lines as y = c.

  • Write the equation of a line parallel or perpendicular to a given line through…

    A.F.1.e

    Write the equation of a line parallel or perpendicular to a given line through a given point.

  • Graph a linear function in two variables, with and without the use of…

    A.F.1.f

    Graph a linear function in two variables, with and without the use of technology, including those that can represent contextual situations.

  • For any value, x, in the domain of f, determine f

    A.F.1.g

    For any value, x, in the domain of f, determine f(x), and determine x given any value f(x) in the range of f, given an algebraic or graphical representation of a linear function.

  • Compare and contrast the characteristics of linear functions represented…

    A.F.1.h

    Compare and contrast the characteristics of linear functions represented algebraically, graphically, in tables, and in contextual situations.

  • The student will investigate, analyze

    A2.F.1

    The student will investigate, analyze, and compare square root, cube root, rational, exponential, and logarithmic function families, algebraically and graphically, using transformations.

  • The student will investigate, analyze

    A.F.2

    The student will investigate, analyze, and compare characteristics of functions, including quadratic, and exponential functions, and model quadratic and exponential relationships.

  • Distinguish between the graphs of parent functions for square root, cube root…

    A2.F.1.a

    Distinguish between the graphs of parent functions for square root, cube root, rational, exponential, and logarithmic function families.

  • Write the equation of a square root, cube root, rational, exponential

    A2.F.1.b

    Write the equation of a square root, cube root, rational, exponential, and logarithmic function, given a graph, using transformations of the parent function, including f(x) + k; f(kx); f(x + k); and kf(x), where k is limited to rational values. Transformations of exponential and logarithmic functions, given a graph, should be limited to a single transformation.

  • Determine whether a relation, represented by a set of ordered pairs, a table, a…

    A.F.2.a

    Determine whether a relation, represented by a set of ordered pairs, a table, a mapping, or a graph is a function; for relations that are functions, determine the domain and range.

  • Graph a square root, cube root, rational, exponential

    A2.F.1.c

    Graph a square root, cube root, rational, exponential, and logarithmic function, given the equation, using transformations of the parent function including f(x) + k; f(kx); f(x + k); and kf(x), where k is limited to rational values. Use technology to verify transformations of the functions.

  • Given an equation or graph, determine key characteristics of a quadratic…

    A.F.2.b

    Given an equation or graph, determine key characteristics of a quadratic function including xintercepts (zeros), y-intercept, vertex (maximum or minimum), and domain and range (including when restricted by context); interpret key characteristics as related to contextual situations, where applicable.

  • Determine when two variables are directly proportional, inversely proportional

    A2.F.1.d

    Determine when two variables are directly proportional, inversely proportional, or neither, given a table of values. Write an equation and create a graph to represent a direct or inverse variation, including situations in context.

  • Graph a quadratic function, f

    A.F.2.c

    Graph a quadratic function, f(x), in two variables using a variety of strategies, including transformations f(x) + k and kf(x), where k is limited to rational values.

  • Make connections between the algebraic

    A.F.2.d

    Make connections between the algebraic (standard and factored forms) and graphical representation of a quadratic function.

  • Compare and contrast the graphs, tables

    A2.F.1.e

    Compare and contrast the graphs, tables, and equations of square root, cube root, rational, exponential, and logarithmic functions.

  • Given an equation or graph of an exponential function in the form y = abx

    A.F.2.e

    Given an equation or graph of an exponential function in the form y = abx (where b is limited to a natural number), interpret key characteristics, including y-intercepts and domain and range; interpret key characteristics as related to contextual situations, where applicable.

  • The student will investigate and analyze characteristics of square root, cube…

    A2.F.2

    The student will investigate and analyze characteristics of square root, cube root, rational, polynomial, exponential, logarithmic, and piecewise-defined functions algebraically and graphically.

  • Graph an exponential function, f

    A.F.2.f

    Graph an exponential function, f(x), in two variables using a variety of strategies, including transformations f(x) + k and kf(x), where k is limited to rational values.

  • For any value, x, in the domain of f, determine f

    A.F.2.g

    For any value, x, in the domain of f, determine f(x) of a quadratic or exponential function. Determine x given any value f(x) in the range of f of a quadratic function. Explain the meaning of x and f(x) in context.

  • Determine and identify the domain, range, zeros

    A2.F.2.a

    Determine and identify the domain, range, zeros, and intercepts of a function presented algebraically or graphically, including graphs with discontinuities.

  • Compare and contrast the key characteristics of linear functions

    A.F.2.h

    Compare and contrast the key characteristics of linear functions (f(x) = x), quadratic functions (f(x) = x 2 ), and exponential functions (f(x) = bx ) using tables and graphs.

  • Compare and contrast the characteristics of square root, cube root, rational…

    A2.F.2.b

    Compare and contrast the characteristics of square root, cube root, rational, polynomial, exponential, logarithmic, and piecewise-defined functions.

  • Determine the intervals on which the graph of a function is increasing…

    A2.F.2.c

    Determine the intervals on which the graph of a function is increasing, decreasing, or constant.

  • Determine the location and value of absolute

    A2.F.2.d

    Determine the location and value of absolute (global) maxima and absolute (global) minima of a function.

  • Determine the location and value of relative

    A2.F.2.e

    Determine the location and value of relative (local) maxima or relative (local) minima of a function.

  • For any value, x, in the domain of f, determine f

    A2.F.2.f

    For any value, x, in the domain of f, determine f(x) using a graph or equation. Explain the meaning of x and f(x) in context, where applicable.

  • Describe the end behavior of a function

    A2.F.2.g

    Describe the end behavior of a function.

  • Determine the equations of any vertical and horizontal asymptotes of a function…

    A2.F.2.h

    Determine the equations of any vertical and horizontal asymptotes of a function using a graph or equation (rational, exponential, and logarithmic).

  • Determine the inverse of a function algebraically and graphically, given the…

    A2.F.2.i

    Determine the inverse of a function algebraically and graphically, given the equation of a linear or quadratic function (linear, quadratic, and square root). Justify and explain why two functions are inverses of each other.

  • Graph the inverse of a function as a reflection over the line y = x

    A2.F.2.j

    Graph the inverse of a function as a reflection over the line y = x.

  • Determine the composition of two functions algebraically and graphically

    A2.F.2.k

    Determine the composition of two functions algebraically and graphically.

Polygons and Circles
  • The student will prove and justify theorems and properties of quadrilaterals

    G.PC.1

    The student will prove and justify theorems and properties of quadrilaterals, and verify and use properties of quadrilaterals to solve problems, including the relationships between the sides, angles, and diagonals

  • Solve problems, using the properties specific to parallelograms, rectangles…

    G.PC.1.a

    Solve problems, using the properties specific to parallelograms, rectangles, rhombi, squares, isosceles trapezoids, and trapezoids.

  • Prove and justify that quadrilaterals have specific properties, using…

    G.PC.1.b

    Prove and justify that quadrilaterals have specific properties, using coordinate and algebraic methods, such as the slope formula, the distance formula, and the midpoint formula.

  • Prove and justify theorems and properties of quadrilaterals using deductive…

    G.PC.1.c

    Prove and justify theorems and properties of quadrilaterals using deductive reasoning.

  • Use congruent segment, congruent angle, angle bisector, perpendicular line…

    G.PC.1.d

    Use congruent segment, congruent angle, angle bisector, perpendicular line, and/or parallel line constructions to verify properties of quadrilaterals.

  • The student will verify relationships and solve problems involving the number…

    G.PC.2

    The student will verify relationships and solve problems involving the number of sides and measures of angles of convex polygons.

  • Solve problems involving the number of sides of a regular polygon given the…

    G.PC.2.a

    Solve problems involving the number of sides of a regular polygon given the measures of the interior and exterior angles of the polygon.

  • Justify the relationship between the sum of the measures of the interior and…

    G.PC.2.b

    Justify the relationship between the sum of the measures of the interior and exterior angles of a convex polygon and solve problems involving the sum of the measures of the angles.

  • Justify the relationship between the measure of each interior and exterior…

    G.PC.2.c

    Justify the relationship between the measure of each interior and exterior angle of a regular polygon and solve problems involving the measures of the angles.

  • The student will solve problems, including those in context, by applying…

    G.PC.3

    The student will solve problems, including those in context, by applying properties of circles.

  • Determine the proportional relationship between the arc length or area of a…

    G.PC.3.a

    Determine the proportional relationship between the arc length or area of a sector and other parts of a circle.

  • Solve for arc measures and angles in a circle formed by central angles

    G.PC.3.b

    Solve for arc measures and angles in a circle formed by central angles.

  • Solve for arc measures and angles in a circle involving inscribed angles

    G.PC.3.c

    Solve for arc measures and angles in a circle involving inscribed angles.

  • Calculate the length of an arc of a circle

    G.PC.3.d

    Calculate the length of an arc of a circle.

  • Calculate the area of a sector of a circle

    G.PC.3.e

    Calculate the area of a sector of a circle.

  • Apply arc length or sector area to solve for an unknown measurement of the…

    G.PC.3.f

    Apply arc length or sector area to solve for an unknown measurement of the circle including the radius, diameter, arc measure, central angle, arc length, or sector area.

  • The student will solve problems in the coordinate plane involving equations of…

    G.PC.4

    The student will solve problems in the coordinate plane involving equations of circles.

  • Derive the equation of a circle of given the center and radius using the…

    G.PC.4.a

    Derive the equation of a circle of given the center and radius using the Pythagorean Theorem.

  • Solve problems in the coordinate plane involving equations of circles

    G.PC.4.b

    Solve problems in the coordinate plane involving equations of circles:

  • given a graph or the equation of a circle in standard form, identify the…

    G.PC.4.b.i

    given a graph or the equation of a circle in standard form, identify the coordinates of the center of the circle;

  • given the coordinates of the endpoints of a diameter of a circle, determine the…

    G.PC.4.b.ii

    given the coordinates of the endpoints of a diameter of a circle, determine the coordinates of the center of the circle.

  • given a graph or the equation of a circle in standard form, identify the length…

    G.PC.4.b.iii

    given a graph or the equation of a circle in standard form, identify the length of the radius or diameter of the circle.

  • given the coordinates of the endpoints of the diameter of a circle, determine…

    G.PC.4.b.iv

    given the coordinates of the endpoints of the diameter of a circle, determine the length of the radius or diameter of the circle.

  • given the coordinates of the center and the coordinates of a point on the…

    G.PC.4.b.v

    given the coordinates of the center and the coordinates of a point on the circle, determine the length of the radius or diameter of the circle; and

  • given the coordinates of the center and length of the radius of a circle…

    G.PC.4.b.vi

    given the coordinates of the center and length of the radius of a circle, identify the coordinates of a point(s) on the circle.

  • Determine the equation of a circle given

    G.PC.4.c

    Determine the equation of a circle given:

  • a graph of a circle with a center with coordinates that are integers

    G.PC.4.c.i

    a graph of a circle with a center with coordinates that are integers;

  • coordinates of the center and a point on the circle

    G.PC.4.c.ii

    coordinates of the center and a point on the circle;

  • coordinates of the center and the length of the radius or diameter

    G.PC.4.c.iii

    coordinates of the center and the length of the radius or diameter; and

  • coordinates of the endpoints of a diameter

    G.PC.4.c.iv

    coordinates of the endpoints of a diameter.

Graph Theory
  • The student will represent problems using vertex-edge graphs

    DM.GT.1

    The student will represent problems using vertex-edge graphs. The concepts of degree, connectedness, paths, planarity, and directed graphs will be analyzed.

  • Illustrate the basic terminology of graph theory

    DM.GT.1.a

    Illustrate the basic terminology of graph theory (e.g., vertex, edge, graph, degree of a vertex).

  • Use graphs to map situations in which the vertices represent objects

    DM.GT.1.b

    Use graphs to map situations in which the vertices represent objects, and edges represent a particular relationship between objects.

  • Identify and describe degree and connectedness

    DM.GT.1.c

    Identify and describe degree and connectedness.

  • Determine whether a graph is planar or nonplanar

    DM.GT.1.d

    Determine whether a graph is planar or nonplanar.

  • Analyze the relationship between faces, edges

    DM.GT.1.e

    Analyze the relationship between faces, edges, and vertices using Euler’s formula (F = E – V + 2).

  • Use directed graphs

    DM.GT.1.f

    Use directed graphs (digraphs) to represent situations with restrictions in traversal possibilities.

  • Determine when graphs are trees

    DM.GT.1.g

    Determine when graphs are trees.

  • The student will solve problems through analysis and application of circuits…

    DM.GT.2

    The student will solve problems through analysis and application of circuits, cycles, Euler paths, Euler circuits, Hamilton paths, and Hamilton circuits. Optimal solutions will be determined using existing algorithms and student-created algorithms.

  • Determine whether a graph has an Euler circuit or path

    DM.GT.2.a

    Determine whether a graph has an Euler circuit or path, and determine the circuit or path, if it exists.

  • Determine whether a graph has a Hamilton circuit or path

    DM.GT.2.b

    Determine whether a graph has a Hamilton circuit or path, and determine the circuit or path, if it exists.

  • Count the number of Hamilton circuits for a complete graph with n vertices

    DM.GT.2.c

    Count the number of Hamilton circuits for a complete graph with n vertices.

  • Use an Euler circuit algorithm to solve optimization problems

    DM.GT.2.d

    Use an Euler circuit algorithm to solve optimization problems.

  • The student will apply graphs to conflict-resolution problems, such as…

    DM.GT.3

    The student will apply graphs to conflict-resolution problems, such as graph coloring, scheduling, matching, and optimization.

  • Model projects consisting of several subtasks, using a graph

    DM.GT.3.a

    Model projects consisting of several subtasks, using a graph.

  • Use graphs to resolve conflicts that arise in scheduling

    DM.GT.3.b

    Use graphs to resolve conflicts that arise in scheduling.

  • Use graph coloring to determine the chromatic number of a graph

    DM.GT.3.c

    Use graph coloring to determine the chromatic number of a graph.

  • The student will recognize and apply algorithms to solve configuration…

    DM.GT.4

    The student will recognize and apply algorithms to solve configuration, conflict-resolution, and sorting problems.

  • Recognize algorithms such as nearest neighbor, brute force

    DM.GT.4.a

    Recognize algorithms such as nearest neighbor, brute force, and cheapest link as they apply to graphs.

  • Use Kruskal’s algorithm to determine the shortest spanning tree of a connected…

    DM.GT.4.b

    Use Kruskal’s algorithm to determine the shortest spanning tree of a connected graph.

  • Use Prim’s algorithm to determine the shortest spanning tree of a connected…

    DM.GT.4.c

    Use Prim’s algorithm to determine the shortest spanning tree of a connected graph.

  • Use Dijkstra’s algorithm to determine the shortest spanning tree of a connected…

    DM.GT.4.d

    Use Dijkstra’s algorithm to determine the shortest spanning tree of a connected graph.

  • The student will use algorithms to schedule tasks to determine a minimum…

    DM.GT.5

    The student will use algorithms to schedule tasks to determine a minimum project time.

  • Specify in a digraph the order in which tests are to be performed

    DM.GT.5.a

    Specify in a digraph the order in which tests are to be performed.

  • Identify the critical path to determine the earliest completion time

    DM.GT.5.b

    Identify the critical path to determine the earliest completion time (minimum project time).

  • Use the list-processing algorithm to determine an optimal schedule

    DM.GT.5.c

    Use the list-processing algorithm to determine an optimal schedule.

  • Create and test scheduling algorithms

    DM.GT.5.d

    Create and test scheduling algorithms.

Analytic Geometry
  • The student will identify and analyze the properties of conic sections and…

    MA.AG.1

    The student will identify and analyze the properties of conic sections and sketch a graph given an equation.

  • Given a translation or rotation matrix, determine an equation for the…

    MA.AG.1.a

    Given a translation or rotation matrix, determine an equation for the transformed function or conic section.

  • Convert between standard and general forms of conic equations by completing the…

    MA.AG.1.b

    Convert between standard and general forms of conic equations by completing the square.

  • Graph conic sections from equations written in general or standard form…

    MA.AG.1.c

    Graph conic sections from equations written in general or standard form using transformations.

  • Identify characteristics of conic sections including center, vertices, axes…

    MA.AG.1.d

    Identify characteristics of conic sections including center, vertices, axes, symmetry, foci, directrix, eccentricity, and asymptotes.

  • Represent applications of conic sections

    MA.AG.1.e

    Represent applications of conic sections.

  • The student will use parametric equations to model and solve problems in…

    MA.AG.2

    The student will use parametric equations to model and solve problems in context.

  • Graph and analyze parametric equations and use the graph to determine solutions

    MA.AG.2.a

    Graph and analyze parametric equations and use the graph to determine solutions.

  • Use parametric equations to model contextual problems, including motion over…

    MA.AG.2.b

    Use parametric equations to model contextual problems, including motion over time.

  • The student will perform operations with vectors in the coordinate plane

    MA.AG.3

    The student will perform operations with vectors in the coordinate plane.

  • Use vector notation

    MA.AG.3.a

    Use vector notation.

  • Perform the operations of addition, subtraction

    MA.AG.3.b

    Perform the operations of addition, subtraction, and scalar multiplication, graphically and algebraically on vectors.

  • Find the dot (inner) product of two vectors and use it to determine the angle…

    MA.AG.3.c

    Find the dot (inner) product of two vectors and use it to determine the angle between two vectors.

  • Determine if two vectors are orthogonal

    MA.AG.3.d

    Determine if two vectors are orthogonal.

  • Express complex numbers in vector notation

    MA.AG.3.e

    Express complex numbers in vector notation.

  • Verify properties of the dot product

    MA.AG.3.f

    Verify properties of the dot product.

  • Determine the components of a vector

    MA.AG.3.g

    Determine the components of a vector.

  • Determine the norm (magnitude) of a vector

    MA.AG.3.h

    Determine the norm (magnitude) of a vector.

  • Find a unit vector in the same direction of a given vector

    MA.AG.3.i

    Find a unit vector in the same direction of a given vector.

  • Apply vectors to problems in context

    MA.AG.3.j

    Apply vectors to problems in context.

  • The student will investigate and identify the characteristics of the graphs of…

    MA.AG.4

    The student will investigate and identify the characteristics of the graphs of polar equations.

  • Classify polar equations

    MA.AG.4.a

    Classify polar equations (rose, cardioid, limaçon, lemniscate, spiral, and circle), given the graph or the equation.

  • Determine the effects of changes in the parameters of polar equations on the…

    MA.AG.4.b

    Determine the effects of changes in the parameters of polar equations on the graph, using graphing technology.

  • Convert between polar and rectangular forms of coordinates

    MA.AG.4.c

    Convert between polar and rectangular forms of coordinates.

  • Convert between complex numbers written in rectangular form and polar form

    MA.AG.4.d

    Convert between complex numbers written in rectangular form and polar form.

  • Convert equations between polar and rectangular forms

    MA.AG.4.e

    Convert equations between polar and rectangular forms.

  • Determine and verify the intersection of the graphs of two polar equations…

    MA.AG.4.f

    Determine and verify the intersection of the graphs of two polar equations, using graphing technology.

  • The student will use matrices to organize data and will add and subtract…

    MA.AG.5

    The student will use matrices to organize data and will add and subtract matrices, multiply matrices, multiply matrices by a scalar, and use matrices to solve systems of equations.

  • Multiply matrices by a scalar

    MA.AG.5.a

    Multiply matrices by a scalar.

  • Add, subtract, and multiply matrices

    MA.AG.5.b

    Add, subtract, and multiply matrices.

  • Represent problems with a system of no more than three linear equations

    MA.AG.5.c

    Represent problems with a system of no more than three linear equations.

  • Express a system of linear equations as a matrix equation

    MA.AG.5.d

    Express a system of linear equations as a matrix equation.

  • Solve a system of equations using matrices

    MA.AG.5.e

    Solve a system of equations using matrices.

  • Determine the inverse of a two-by-two or three-by-three matrix using paper and…

    MA.AG.5.f

    Determine the inverse of a two-by-two or three-by-three matrix using paper and pencil.

  • Verify two matrices are inverses using matrix multiplication

    MA.AG.5.g

    Verify two matrices are inverses using matrix multiplication.

  • Verify the commutative and associative properties for matrix addition and…

    MA.AG.5.h

    Verify the commutative and associative properties for matrix addition and multiplication.

Data Modeling
  • Explain why determining the reliability of big data sources is a key skill that…

    DS.7.a

    Explain why determining the reliability of big data sources is a key skill that data scientists use to build data trust across an organization.

  • Describe the difference between reliability of a data source compared to…

    DS.7.b

    Describe the difference between reliability of a data source compared to statistical reliability and validity in research analysis. Assess processing source data for reliability based on validity, completeness, and uniqueness.

  • Explain the pros and cons of collecting data versus acquiring it from existing…

    DS.8.a

    Explain the pros and cons of collecting data versus acquiring it from existing sources.

  • Apply matrix operations using algebraic methods

    DS.8.b

    Apply matrix operations using algebraic methods (with the support of technology tools) to:

  • wrangle the data (sort, select, filter

    DS.8.b.i

    wrangle the data (sort, select, filter, and replace);

  • clean the data

    DS.8.b.ii

    clean the data;

  • format and enrich the data

    DS.8.b.iii

    format and enrich the data; and

  • combine and store the data

    DS.8.b.iv

    combine and store the data.

  • Read data from different sources for preparation and analysis

    DS.8.c

    Read data from different sources for preparation and analysis.

  • Identify important parameters about a big data set based on the context of…

    DS.8.d

    Identify important parameters about a big data set based on the context of data collected/acquired.

  • Define and document the process of ingesting, formatting

    DS.8.e

    Define and document the process of ingesting, formatting, and cleaning data for future decision making by:

  • making data more easily understood by a wider audience

    DS.8.e.i

    making data more easily understood by a wider audience; and

  • connecting data with existing contextual data

    DS.8.e.ii

    connecting data with existing contextual data.

  • Identify factors that contribute to the overall behavior of a data set

    DS.9.a

    Identify factors that contribute to the overall behavior of a data set (e.g., true values, bias, and noise).

  • Fit models based on the behavior of the data

    DS.9.b

    Fit models based on the behavior of the data, (e.g., models of univariate and bivariate data), in order to make predictions.

  • Distinguish between linear and nonlinear associations between variables using…

    DS.9.c

    Distinguish between linear and nonlinear associations between variables using visualizations.

  • Identify models that are overly complex and therefore fitting to random noise…

    DS.9.d

    Identify models that are overly complex and therefore fitting to random noise which decreases their predictive accuracy.

  • Use regression techniques to perform selection of optimal features

    DS.9.e

    Use regression techniques to perform selection of optimal features.

  • Recognize the potential implications of removing features

    DS.9.f

    Recognize the potential implications of removing features.

  • Select the optimal model for a data set from among a large collection of…

    DS.9.g

    Select the optimal model for a data set from among a large collection of models, using technological tools.

  • Apply descriptive statistics to explain measures of central tendency and…

    DS.10.a

    Apply descriptive statistics to explain measures of central tendency and measures of variability/dispersion to describe center and spread in visualizations of distributions.

  • Define emerging visualizations and describe summarization of characteristics…

    DS.10.b

    Define emerging visualizations and describe summarization of characteristics and relationships based on audience and purpose which may include:

  • a heat map, which uses color to show changes and magnitude of a third variable…

    DS.10.b.i

    a heat map, which uses color to show changes and magnitude of a third variable to a twodimensional plot; and

  • a bubble chart, which is a multivariate graph that is both a scatterplot and a…

    DS.10.b.ii

    a bubble chart, which is a multivariate graph that is both a scatterplot and a proportional area chart. Typically, each plotted point then represents a third variable by the area of its circle.

  • Interpret various emerging visualizations by describing patterns, trends

    DS.10.c

    Interpret various emerging visualizations by describing patterns, trends, and relationships between and among the variables.

  • Calculate the theoretical probability of random events and compare them to the…

    DS.11.a

    Calculate the theoretical probability of random events and compare them to the observed frequencies.

  • Describe the normal curve determined by the mean and standard deviation of a…

    DS.11.b

    Describe the normal curve determined by the mean and standard deviation of a univariate data set.

  • Fit nonlinear models to data sets and use these models to predict unobserved…

    DS.11.c

    Fit nonlinear models to data sets and use these models to predict unobserved data values.

  • Select pairs of variables that identify meaningful clusters of data

    DS.11.d

    Select pairs of variables that identify meaningful clusters of data.

  • Select an appropriate statistical distribution and test its goodness of fit…

    DS.11.e

    Select an appropriate statistical distribution and test its goodness of fit based on the context of the data being analyzed. Statistical distributions may include, but are not limited to

  • Normal

    DS.11.e.i

    Normal;

  • Binomial; and

    DS.11.e.ii

    Binomial; and

  • Poisson

    DS.11.e.iii

    Poisson.

  • assess reliability of source data in preparation for mathematical modeling

    DS.7

    assess reliability of source data in preparation for mathematical modeling.

  • acquire and prepare big data sets for modeling and analysis

    DS.8

    acquire and prepare big data sets for modeling and analysis.

  • select and analyze data models to make predictions, while assessing accuracy…

    DS.9

    select and analyze data models to make predictions, while assessing accuracy and sources of uncertainty.

  • summarize and interpret data represented in both conventional and emerging…

    DS.10

    summarize and interpret data represented in both conventional and emerging visualizations.

  • select statistical models and use goodness of fit testing to extract actionable…

    DS.11

    select statistical models and use goodness of fit testing to extract actionable knowledge directly from data.

Applications of Programming
  • The student will write and implement programs using sequencing, selection

    CM.AP.1

    The student will write and implement programs using sequencing, selection, and iteration to perform a specific task or solve a problem, including those arising from mathematical and interdisciplinary contexts.

  • Determine what components of programming are needed to implement a step-by-step…

    CM.AP.1.a

    Determine what components of programming are needed to implement a step-by-step plan to perform a specific task or solve a problem.

  • Write a computer program that includes sequencing, selection

    CM.AP.1.b

    Write a computer program that includes sequencing, selection (conditionals), and iteration (loops).

  • Write and implement computer programs to solve mathematical problems using

    CM.AP.1.c

    Write and implement computer programs to solve mathematical problems using

  • formulas and equations

    CM.AP.1.c.i

    formulas and equations;

  • functions

    CM.AP.1.c.ii

    functions;

  • probability and statistics

    CM.AP.1.c.iii

    probability and statistics; and

  • data-analysis

    CM.AP.1.c.iv

    data-analysis.

  • The student will create documentation using written comments to annotate…

    CM.AP.2

    The student will create documentation using written comments to annotate the intended purpose of the components of a user-created program.

  • Create documentation using written comments to

    CM.AP.2.a

    Create documentation using written comments to:

  • describe the overall purpose of a program

    CM.AP.2.a.i

    describe the overall purpose of a program;

  • align a previously created step-by-step plan to a written program

    CM.AP.2.a.ii

    align a previously created step-by-step plan to a written program;

  • describe pre-conditions and post-conditions

    CM.AP.2.a.iii

    describe pre-conditions and post-conditions; and

  • improve the readability of a program

    CM.AP.2.a.iv

    improve the readability of a program.

  • The student will verify how programs access and process variables

    CM.AP.3

    The student will verify how programs access and process variables.

  • Verify that the variable types are aligned to the purpose of the algorithm

    CM.AP.3.a

    Verify that the variable types are aligned to the purpose of the algorithm.

  • Verify that global variables are set to constant values before run time

    CM.AP.3.b

    Verify that global variables are set to constant values before run time.

  • Differentiate between the scopes of variables

    CM.AP.3.c

    Differentiate between the scopes of variables (e.g., global scope versus local scope) and verify the intended use.

  • The student will translate a mathematical expression or statement into…

    CM.AP.4

    The student will translate a mathematical expression or statement into computer code.

  • Declare, initialize, and assign variables to represent mathematical expressions…

    CM.AP.4.a

    Declare, initialize, and assign variables to represent mathematical expressions or statements.

  • Implement order of operations, including logical and relational operators

    CM.AP.4.b

    Implement order of operations, including logical and relational operators.

  • Translate a mathematical expression or statement into a programming statement

    CM.AP.4.c

    Translate a mathematical expression or statement into a programming statement(s).

  • The student will trace existing code to interpret the intended purpose

    CM.AP.5

    The student will trace existing code to interpret the intended purpose.

  • Trace existing code of an algorithm to

    CM.AP.5.a

    Trace existing code of an algorithm to

  • identify values at each stage of an algorithm

    CM.AP.5.a.i

    identify values at each stage of an algorithm; and

  • predict return values of functions given specific arguments

    CM.AP.5.a.ii

    predict return values of functions given specific arguments.

  • Use tracing to describe the intended purpose of existing code for an algorithm

    CM.AP.5.b

    Use tracing to describe the intended purpose of existing code for an algorithm.

Probability
  • The student will organize information and apply probability rules to…

    PS.P.1

    The student will organize information and apply probability rules to compute probabilities of events within the context of a problem.

  • Given two or more events, determine whether the events are complementary…

    PS.P.1.a

    Given two or more events, determine whether the events are complementary, dependent, independent, and/or mutually exclusive, and compute the probability of those events.

  • Represent and calculate probabilities using Venn diagrams, tree diagrams

    PS.P.1.b

    Represent and calculate probabilities using Venn diagrams, tree diagrams, and two-way tables.

  • Apply the addition rule, the multiplication rule

    PS.P.1.c

    Apply the addition rule, the multiplication rule, and complementary rule to calculate probabilities.

  • Calculate conditional probabilities to determine the association or…

    PS.P.1.d

    Calculate conditional probabilities to determine the association or independence of two events.

  • The student will represent and interpret situations using discrete random…

    PS.P.2

    The student will represent and interpret situations using discrete random distributions, including binomial distributions.

  • Identify discrete random variables and create a table to represent valid…

    PS.P.2.a

    Identify discrete random variables and create a table to represent valid discrete probability distributions within the context of a problem.

  • Calculate and interpret the mean

    PS.P.2.b

    Calculate and interpret the mean (expected value) and standard deviation for a discrete random variable within the context of a problem.

  • Determine if a discrete random variable satisfies the conditions for a binomial…

    PS.P.2.c

    Determine if a discrete random variable satisfies the conditions for a binomial distribution.

  • Design and conduct a simulation of a binomial distribution

    PS.P.2.d

    Design and conduct a simulation of a binomial distribution.

  • Calculate and interpret probabilities from a binomial distribution within the…

    PS.P.2.e

    Calculate and interpret probabilities from a binomial distribution within the context of a problem.

  • Calculate the mean and standard deviation for binomial distributions

    PS.P.2.f

    Calculate the mean and standard deviation for binomial distributions.

  • Describe the center, shape

    PS.P.2.g

    Describe the center, shape, and spread of a discrete random variable within the context of a problem.

  • The student will represent and interpret situations using normal distributions

    PS.P.3

    The student will represent and interpret situations using normal distributions.

  • Compare and contrast discrete and continuous distributions

    PS.P.3.a

    Compare and contrast discrete and continuous distributions.

  • Represent probability as the area under the curve of a normal distribution…

    PS.P.3.b

    Represent probability as the area under the curve of a normal distribution using the Empirical Rule and graphing technology.

  • Describe the center, shape

    PS.P.3.c

    Describe the center, shape, and spread of normal distributions within the context of a problem.

  • Compare and contrast two or more sets of normally distributed data using…

    PS.P.3.d

    Compare and contrast two or more sets of normally distributed data using z-scores, percentiles, or probabilities within the context of a problem.

  • Standardize a data value from a normal distribution and interpret the z-score…

    PS.P.3.e

    Standardize a data value from a normal distribution and interpret the z-score within the context of a problem.

  • Calculate and interpret probabilities of a normal distribution using technology…

    PS.P.3.f

    Calculate and interpret probabilities of a normal distribution using technology within the context of a problem.

Statistics
  • The student will apply the data cycle

    A.ST.1

    The student will apply the data cycle (formulate questions; collect or acquire data; organize and represent data; and analyze data and communicate results) with a focus on representing bivariate data in scatterplots and determining the curve of best fit using linear and quadratic functions.

  • Formulate investigative questions that require the collection or acquisition of…

    A.ST.1.a

    Formulate investigative questions that require the collection or acquisition of bivariate data.

  • Determine what variables could be used to explain a given contextual problem or…

    A.ST.1.b

    Determine what variables could be used to explain a given contextual problem or situation or answer investigative questions.

  • Determine an appropriate method to collect a representative sample, which could…

    A.ST.1.c

    Determine an appropriate method to collect a representative sample, which could include a simple random sample, to answer an investigative question.

  • Given a table of ordered pairs or a scatterplot representing no more than 30…

    A.ST.1.d

    Given a table of ordered pairs or a scatterplot representing no more than 30 data points, use available technology to determine whether a linear or quadratic function would represent the relationship, and if so, determine the equation of the curve of best fit.

  • Use linear and quadratic regression methods available through technology to…

    A.ST.1.e

    Use linear and quadratic regression methods available through technology to write a linear or quadratic function that represents the data where appropriate and describe the strengths and weaknesses of the model.

  • Use a linear model to predict outcomes and evaluate the strength and validity…

    A.ST.1.f

    Use a linear model to predict outcomes and evaluate the strength and validity of these predictions, including through the use of technology.

  • Investigate and explain the meaning of the rate of change

    A.ST.1.g

    Investigate and explain the meaning of the rate of change (slope) and y-intercept (constant term) of a linear model in context.

  • Analyze relationships between two quantitative variables revealed in a…

    A.ST.1.h

    Analyze relationships between two quantitative variables revealed in a scatterplot.

  • The student will apply the data cycle

    A2.ST.1

    The student will apply the data cycle (formulate questions; collect or acquire data; organize and represent data; and analyze data and communicate results) with a focus on univariate quantitative data represented by a smooth curve, including a normal curve.

  • Make conclusions based on the analysis of a set of bivariate data and…

    A.ST.1.i

    Make conclusions based on the analysis of a set of bivariate data and communicate the results.

  • Formulate investigative questions that require the collection or acquisition of…

    A2.ST.1.a

    Formulate investigative questions that require the collection or acquisition of a large set of univariate quantitative data or summary statistics of a large set of univariate quantitative data and investigate questions using a data cycle.

  • Collect or acquire univariate data through research

    A2.ST.1.b

    Collect or acquire univariate data through research, or using surveys, observations, scientific experiments, polls, or questionnaires.

  • Examine the shape of a data set

    A2.ST.1.c

    Examine the shape of a data set (skewed versus symmetric) that can be represented by a histogram, and sketch a smooth curve to model the distribution.

  • Identify the properties of a normal distribution

    A2.ST.1.d

    Identify the properties of a normal distribution.

  • Describe and interpret a data distribution represented by a smooth curve by…

    A2.ST.1.e

    Describe and interpret a data distribution represented by a smooth curve by analyzing measures of center, measures of spread, and shape of the curve.

  • Calculate and interpret the z-score for a value in a data set

    A2.ST.1.f

    Calculate and interpret the z-score for a value in a data set.

  • Compare two data points from two different distributions using z-scores

    A2.ST.1.g

    Compare two data points from two different distributions using z-scores.

  • Determine the solution to problems involving the relationship of the mean…

    A2.ST.1.h

    Determine the solution to problems involving the relationship of the mean, standard deviation, and z-score of a data set represented by a smooth or normal curve.

  • Apply the Empirical Rule to answer investigative questions

    A2.ST.1.i

    Apply the Empirical Rule to answer investigative questions.

  • Compare multiple data distributions using measures of center, measures of spread

    A2.ST.1.j

    Compare multiple data distributions using measures of center, measures of spread, and shape of the distributions.

  • The student will apply the data cycle

    A2.ST.2

    The student will apply the data cycle (formulate questions; collect or acquire data; organize and represent data; and analyze data and communicate results) with a focus on representing bivariate data in scatterplots and determining the curve of best fit using linear, quadratic, exponential, or a combination of these functions.

  • Formulate investigative questions that require the collection or acquisition of…

    A2.ST.2.a

    Formulate investigative questions that require the collection or acquisition of bivariate data and investigate questions using a data cycle.

  • Collect or acquire bivariate data through research

    A2.ST.2.b

    Collect or acquire bivariate data through research, or using surveys, observations, scientific experiments, polls, or questionnaires.

  • Represent bivariate data with a scatterplot using technology

    A2.ST.2.c

    Represent bivariate data with a scatterplot using technology.

  • Determine whether the relationship between two quantitative variables is best…

    A2.ST.2.d

    Determine whether the relationship between two quantitative variables is best approximated by a linear, quadratic, exponential, or a combination of these functions.

  • Determine the equation

    A2.ST.2.e

    Determine the equation(s) of the function(s) that best models the relationship between two variables using technology. Curves of best fit may include a combination of linear, quadratic, or exponential (piecewise-defined) functions.

  • Use the correlation coefficient to designate the goodness of fit of a linear…

    A2.ST.2.f

    Use the correlation coefficient to designate the goodness of fit of a linear function using technology.

  • Make predictions, decisions

    A2.ST.2.g

    Make predictions, decisions, and critical judgments using data, scatterplots, or the equation(s) of the mathematical model.

  • Evaluate the reasonableness of a mathematical model of a contextual situation

    A2.ST.2.h

    Evaluate the reasonableness of a mathematical model of a contextual situation.

  • The student will compute and distinguish between permutations and combinations

    A2.ST.3

    The student will compute and distinguish between permutations and combinations.

  • Compare and contrast permutations and combinations to count the number of ways…

    A2.ST.3.a

    Compare and contrast permutations and combinations to count the number of ways that events can occur.

  • Calculate the number of permutations of n objects taken r at a time

    A2.ST.3.b

    Calculate the number of permutations of n objects taken r at a time.

  • Calculate the number of combinations of n objects taken r at a time

    A2.ST.3.c

    Calculate the number of combinations of n objects taken r at a time.

  • Use permutations and combinations as counting techniques to solve contextual…

    A2.ST.3.d

    Use permutations and combinations as counting techniques to solve contextual problems.

  • Calculate and verify permutations and combinations using technology

    A2.ST.3.e

    Calculate and verify permutations and combinations using technology.

Computational Methods
  • The student will describe and apply sorting and searching algorithms used…

    DM.CM.1

    The student will describe and apply sorting and searching algorithms used in processing and communicating information.

  • Select and apply a sorting algorithm, such as a bubble sort, merge sort

    DM.CM.1.a

    Select and apply a sorting algorithm, such as a bubble sort, merge sort, or network sort.

  • Describe the advantages and disadvantages of various sorting algorithms

    DM.CM.1.b

    Describe the advantages and disadvantages of various sorting algorithms.

  • Analyze the knapsack and bin-packing problems

    DM.CM.1.c

    Analyze the knapsack and bin-packing problems.

  • Select and apply search algorithms to analyze problems

    DM.CM.1.d

    Select and apply search algorithms to analyze problems.

  • Determine the average, best-case

    DM.CM.1.e

    Determine the average, best-case, and worst-case reasoning for different searches.

  • The student will use recursive processes

    DM.CM.2

    The student will use recursive processes.

  • Compare and contrast iterative and recursive processes

    DM.CM.2.a

    Compare and contrast iterative and recursive processes.

  • Use recursive processes to model growth and decay

    DM.CM.2.b

    Use recursive processes to model growth and decay.

  • Use recursive processes to create fractals

    DM.CM.2.c

    Use recursive processes to create fractals.

  • Use recursive processes to generate the Fibonacci sequence

    DM.CM.2.d

    Use recursive processes to generate the Fibonacci sequence.

  • Determine if a recursive solution is more efficient than an iterative solution

    DM.CM.2.e

    Determine if a recursive solution is more efficient than an iterative solution.

  • The student will identify and apply cryptographic methods

    DM.CM.3

    The student will identify and apply cryptographic methods.

  • Compare and contrast ciphers and codes

    DM.CM.3.a

    Compare and contrast ciphers and codes.

  • Describe the evolution of cipher systems

    DM.CM.3.b

    Describe the evolution of cipher systems.

  • Identify the Fundamental Theorem of Arithmetic

    DM.CM.3.c

    Identify the Fundamental Theorem of Arithmetic.

  • Describe how the complexity of prime factorization is used in cryptography

    DM.CM.3.d

    Describe how the complexity of prime factorization is used in cryptography.

  • Describe modular arithmetic in context

    DM.CM.3.e

    Describe modular arithmetic in context (e.g., clocks, days of the week, measures of time).

  • Analyze the relationship between divisibility and modulus

    DM.CM.3.f

    Analyze the relationship between divisibility and modulus.

  • Determine congruence within modular arithmetic

    DM.CM.3.g

    Determine congruence within modular arithmetic.

  • Perform operations within modular arithmetic

    DM.CM.3.h

    Perform operations within modular arithmetic.

  • Apply modular arithmetic to problems in context

    DM.CM.3.i

    Apply modular arithmetic to problems in context (e.g., cryptography, International Standard Book Number (ISBN), International Bank Account Number (IBAN)).

  • The student will analyze the limitations of algorithms and their…

    DM.CM.4

    The student will analyze the limitations of algorithms and their contextual relationships in computing.

  • Describe maximum complexity of an algorithm using Big O notation

    DM.CM.4.a

    Describe maximum complexity of an algorithm using Big O notation.

  • Describe Turing machines and how they are used to test the limits of…

    DM.CM.4.b

    Describe Turing machines and how they are used to test the limits of computation.

  • Describe the halting problem and explain how it characterizes the fundamental…

    DM.CM.4.c

    Describe the halting problem and explain how it characterizes the fundamental limitations of computation and undecidability.

  • Explain the P versus NP problem and defend a justification for equality…

    DM.CM.4.d

    Explain the P versus NP problem and defend a justification for equality, inequality, or undecidability.

  • Analyze how the equivalence of P- and NP-class problems might impact society

    DM.CM.4.e

    Analyze how the equivalence of P- and NP-class problems might impact society.

Two- and Three-Dimensional Figures
  • The student will create models and solve problems, including those in…

    G.DF.1

    The student will create models and solve problems, including those in context, involving surface area and volume of rectangular and triangular prisms, cylinders, cones, pyramids, and spheres.

  • Identify the shape of a two-dimensional cross section of a three-dimensional…

    G.DF.1.a

    Identify the shape of a two-dimensional cross section of a three-dimensional figure.

  • Create models and solve problems, including those in context, involving surface…

    G.DF.1.b

    Create models and solve problems, including those in context, involving surface area of threedimensional figures, as well as composite three-dimensional figures.

  • Solve multistep problems, including those in context, involving volume of…

    G.DF.1.c

    Solve multistep problems, including those in context, involving volume of three-dimensional figures, as well as composite three-dimensional figures.

  • Determine unknown measurements of three-dimensional figures using information…

    G.DF.1.d

    Determine unknown measurements of three-dimensional figures using information such as length of a side, area of a face, or volume.

  • The student will determine the effect of changing one or more dimensions of a…

    G.DF.2

    The student will determine the effect of changing one or more dimensions of a threedimensional geometric figure and describe the relationship between the original and changed figure.

  • Describe how changes in one or more dimensions of a figure affect other derived…

    G.DF.2.a

    Describe how changes in one or more dimensions of a figure affect other derived measures (perimeter, area, total surface area, and volume) of the figure.

  • Describe how changes in surface area and/or volume of a figure affect the…

    G.DF.2.b

    Describe how changes in surface area and/or volume of a figure affect the measures of one or more dimensions of the figure.

  • Solve problems, including those in context, involving changing the dimensions…

    G.DF.2.c

    Solve problems, including those in context, involving changing the dimensions or derived measures of a three-dimensional figure.

  • Compare ratios between side lengths, perimeters, areas

    G.DF.2.d

    Compare ratios between side lengths, perimeters, areas, and volumes of similar figures.

  • Recognize when two- and three-dimensional figures are similar and solve…

    G.DF.2.e

    Recognize when two- and three-dimensional figures are similar and solve problems, including those in context, involving attributes of similar geometric figures.

Inferential Statistics
  • The student will apply properties of sampling distributions and inference…

    PS.IS.1

    The student will apply properties of sampling distributions and inference procedures to make decisions about population proportions. The student will apply properties of sampling distributions and inference procedures to make decisions about population proportions.

  • Describe the shape, center

    PS.IS.1.a

    Describe the shape, center, and spread of the sampling distribution of a proportion within the context of a problem.

  • Given a problem, construct a one sample z confidence interval

    PS.IS.1.b

    Given a problem, construct a one sample z confidence interval:

  • identify the basic conditions for inference

    PS.IS.1.b.i

    identify the basic conditions for inference: random sample, independence, and normality;

  • calculate a confidence interval using technology

    PS.IS.1.b.ii

    calculate a confidence interval using technology; and

  • interpret the interval within the context of the problem

    PS.IS.1.b.iii

    interpret the interval within the context of the problem.

  • Explain how changes in confidence level and sample size affect width of the…

    PS.IS.1.c

    Explain how changes in confidence level and sample size affect width of the confidence interval and margin of error.

  • Calculate and interpret a point estimate and margin of error of a confidence…

    PS.IS.1.d

    Calculate and interpret a point estimate and margin of error of a confidence interval for a proportion within the context of the problem.

  • Explain how and why the hypothesis testing procedure allows one to reach a…

    PS.IS.1.e

    Explain how and why the hypothesis testing procedure allows one to reach a statistical decision.

  • Given a problem, apply the one sample z hypothesis testing procedures

    PS.IS.1.f

    Given a problem, apply the one sample z hypothesis testing procedures:

  • construct appropriate null and alternate hypotheses

    PS.IS.1.f.i

    construct appropriate null and alternate hypotheses;

  • identify the basic conditions for inference

    PS.IS.1.f.ii

    identify the basic conditions for inference: random sample; independence, and normality;

  • calculate and interpret the p-value using technology

    PS.IS.1.f.iii

    calculate and interpret the p-value using technology;

  • determine and justify whether to reject the null hypothesis

    PS.IS.1.f.iv

    determine and justify whether to reject the null hypothesis; and

  • interpret the results within the context of the problem

    PS.IS.1.f.v

    interpret the results within the context of the problem.

  • Use the statistical cycle to plan and conduct a statistical study about a…

    PS.IS.1.g

    Use the statistical cycle to plan and conduct a statistical study about a proportion to answer a question or address a problem with inference.

  • The student will apply properties of sampling distributions and inference…

    PS.IS.2

    The student will apply properties of sampling distributions and inference procedures to make decisions about populations.

  • Describe the shape, center

    PS.IS.2.a

    Describe the shape, center, and spread of the sampling distribution of a mean within the context of a problem.

  • Calculate and interpret a point estimate and a margin of error for a confidence…

    PS.IS.2.b

    Calculate and interpret a point estimate and a margin of error for a confidence interval of a mean within the context of a problem.

  • Describe the use of the Central Limit Theorem in satisfying the assumptions and…

    PS.IS.2.c

    Describe the use of the Central Limit Theorem in satisfying the assumptions and conditions for inference about a mean.

  • Identify the properties of a t distribution

    PS.IS.2.d

    Identify the properties of a t distribution.

  • Given a problem, construct a one sample t confidence interval

    PS.IS.2.e

    Given a problem, construct a one sample t confidence interval:

  • identify the basic conditions for inference

    PS.IS.2.e.i

    identify the basic conditions for inference: random sample, independence, and approximate normality;

  • calculate a confidence interval using technology

    PS.IS.2.e.ii

    calculate a confidence interval using technology; and

  • interpret the interval within the context of the problem

    PS.IS.2.e.iii

    interpret the interval within the context of the problem.

  • Given a problem, apply the one sample t hypothesis testing procedures

    PS.IS.2.f

    Given a problem, apply the one sample t hypothesis testing procedures:

  • construct appropriate null and alternate hypotheses

    PS.IS.2.f.i

    construct appropriate null and alternate hypotheses;

  • identify the basic conditions for inference

    PS.IS.2.f.ii

    identify the basic conditions for inference: random sample, independence, and approximate normality;

  • calculate and interpret the p value using technology

    PS.IS.2.f.iii

    calculate and interpret the p value using technology;

  • determine and justify whether to reject the null hypothesis

    PS.IS.2.f.iv

    determine and justify whether to reject the null hypothesis; and

  • interpret the results within the context of the problem

    PS.IS.2.f.v

    interpret the results within the context of the problem.

Data and Computing
  • Utilize technology tools to be able to access data effectively from multiple…

    DS.12.a

    Utilize technology tools to be able to access data effectively from multiple sources (e.g., tables, column separated values, spreadsheets, documents, databases).

  • Utilize tools and functions

    DS.12.b

    Utilize tools and functions (in tools) to effectively explore the data for issues and errors before beginning to process it.

  • Define the (tools and technological) process to optimally ingest data and to…

    DS.12.c

    Define the (tools and technological) process to optimally ingest data and to export data after processing.

  • Utilize tools and their functions to clean and validate data by

    DS.12.d

    Utilize tools and their functions to clean and validate data by:

  • removing data that are incomplete, incorrect

    DS.12.d.i

    removing data that are incomplete, incorrect, or duplicated;

  • removing extraneous data or outliers

    DS.12.d.ii

    removing extraneous data or outliers; and

  • standardizing data to conform to contextual norms

    DS.12.d.iii

    standardizing data to conform to contextual norms (e.g., privacy, sensitive data).

  • Utilize tools and their functions to combine and store data by

    DS.12.e

    Utilize tools and their functions to combine and store data by:

  • merging multiple data sets for efficiency purposes

    DS.12.e.i

    merging multiple data sets for efficiency purposes; and

  • optimizing storage of data based on volume, velocity

    DS.12.e.ii

    optimizing storage of data based on volume, velocity, and variety.

  • Utilize tools to format and store the data appropriately to allow for effective…

    DS.12.4

    Utilize tools to format and store the data appropriately to allow for effective analysis.

  • Select and utilize technology tools to effectively generate conventional and…

    DS.13.a

    Select and utilize technology tools to effectively generate conventional and unconventional visualizations of data to explore patterns and/or analyze a large data set.

  • Utilize specific functions in technology tools to perform descriptive and…

    DS.13.b

    Utilize specific functions in technology tools to perform descriptive and inferential statistical analysis.

  • Utilize coding to store and extract data more effectively for data analysis

    DS.13.c

    Utilize coding to store and extract data more effectively for data analysis.

  • Select and apply features of technology tools effectively to organize…

    DS.13.d

    Select and apply features of technology tools effectively to organize, summarize and gain insight from data.

  • Select the appropriate visualization based on context and audience and create…

    DS.13.e

    Select the appropriate visualization based on context and audience and create it using technology tools to effectively communicate an idea.

  • select and utilize appropriate technological tools and functions within those…

    DS.12

    select and utilize appropriate technological tools and functions within those tools to process and prepare data for analysis.

  • select and utilize appropriate technological tools and functions within those…

    DS.13

    select and utilize appropriate technological tools and functions within those tools to analyze and communicate data effectively.

Evaluation of Programming
  • The student will test a program to match a sample output, using a set of data

    CM.EP.1

    The student will test a program to match a sample output, using a set of data.

  • Produce a given output by entering a data set

    CM.EP.1.a

    Produce a given output by entering a data set.

  • Test a program including boundary cases and inaccurate data types to verify the…

    CM.EP.1.b

    Test a program including boundary cases and inaccurate data types to verify the intended outcomes.

  • The student will identify errors and debug a program using various techniques

    CM.EP.2

    The student will identify errors and debug a program using various techniques.

  • Differentiate among syntax errors, runtime errors

    CM.EP.2.a

    Differentiate among syntax errors, runtime errors, and logic errors.

  • Debug a program using various techniques

    CM.EP.2.b

    Debug a program using various techniques:

  • interpret syntax and runtime error messages

    CM.EP.2.b.i

    interpret syntax and runtime error messages;

  • place controlled breaks

    CM.EP.2.b.ii

    place controlled breaks;

  • output intermediate results

    CM.EP.2.b.iii

    output intermediate results;

  • disable a section of code by converting it into a comment

    CM.EP.2.b.iv

    disable a section of code by converting it into a comment;

  • trace code to identify logic errors

    CM.EP.2.b.v

    trace code to identify logic errors; and

  • use debugging tools available in the programming environment

    CM.EP.2.b.vi

    use debugging tools available in the programming environment.

  • The student will compare and contrast the efficiency of computer programs

    CM.EP.3

    The student will compare and contrast the efficiency of computer programs.

  • Compare and contrast the efficiency of computer programs in terms of

    CM.EP.3.a

    Compare and contrast the efficiency of computer programs in terms of

  • complexity of algorithms with the same intended outcomes

    CM.EP.3.a.i

    complexity of algorithms with the same intended outcomes;

  • memory space used; and

    CM.EP.3.a.ii

    memory space used; and

  • run time

    CM.EP.3.a.iii

    run time.

Data and Communication
  • use storytelling as a strategy to effectively communicate with data

    DS.5

    use storytelling as a strategy to effectively communicate with data.

  • justify the design, use

    DS.6

    justify the design, use, and effectiveness of different forms of data visualizations.