Standards are the floor. Mastery and understanding are the goal.
Explore how each subject becomes a coherent sequence of knowledge, reasoning, practice, and transfer—not a disconnected checklist.
Grade 12 Math
Select a record to inspect its progression
Vectors Matrices · CCSS.Math.Content.HS.N-VM.A.1Represent vector quantities
Component progression
- 1I can distinguish quantities that have both magnitude and direction (vectors) from quantities that have magnitude only (scalars).
- 2I can draw a vector as a directed line segment with correct length representing magnitude and correct direction.
- 3I can use appropriate symbols to denote a vector and to denote its magnitude.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.A.2Find vector components from coordinates
Component progression
- 1I can identify the initial point and terminal point of a vector drawn between two coordinate points.
- 2I can compute a vector's components by subtracting the initial point's coordinates from the terminal point's coordinates.
- 3I can use a vector's components to redraw it in standard position starting at the origin.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.A.3Solve problems using vector quantities
Component progression
- 1I can represent a real-world quantity, such as a velocity or force, as a vector with appropriate magnitude and direction.
- 2I can solve a problem requiring the combination of two or more vector quantities, such as a velocity affected by wind or current.
- 3I can interpret the magnitude and direction of a resulting vector in terms of the original real-world situation.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.B.4Add and subtract vectors
Component progression
- 1I can add two vectors graphically using the tip-to-tail (triangle) or parallelogram method, and compare the magnitude of the sum to the sum of the two original magnitudes.
- 2I can given two vectors in magnitude and direction form, determine the magnitude and direction of their sum.
- 3I can add and subtract vectors by adding or subtracting their corresponding components, representing subtraction as adding the additive inverse.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.B.5Multiply a vector by a scalar
Component progression
- 1I can draw the result of multiplying a vector by a positive or negative scalar, showing the change in length and, when negative, the reversed direction.
- 2I can compute the components of a scalar multiple of a vector by multiplying each component by the scalar.
- 3I can compute the magnitude of a scalar multiple of a vector using ||cv|| = |c| times the original magnitude, and determine whether the result points along the original vector or against it based on the scalar's sign.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.6Use matrices to represent data
Component progression
- 1I can organize real-world data, such as payoffs or a network's connections, into a matrix with correctly labeled rows and columns.
- 2I can identify the dimensions of a matrix and locate a specific entry by its row and column.
- 3I can interpret what a specific entry in a data matrix represents in the original real-world context.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.7Multiply matrices by scalars
Component progression
- 1I can multiply every entry of a matrix by a given scalar to produce a new matrix.
- 2I can interpret the result of scalar matrix multiplication in a real-world context, such as scaling all payoffs by a fixed factor.
- 3I can given a matrix and a scalar multiple of it, solve for an unknown scalar or unknown entry.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.8Add, subtract, and multiply matrices
Component progression
- 1I can add or subtract two matrices of the same dimensions by combining corresponding entries.
- 2I can determine whether two matrices can be multiplied based on their dimensions, and find the dimensions of the product.
- 3I can multiply two matrices of compatible dimensions using the row-by-column process.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.9Understand properties of matrix multiplication
Component progression
- 1I can compute ab and ba for a specific pair of square matrices and show they are generally not equal.
- 2I can verify with an example that (ab)c = a(bc) for compatible matrices.
- 3I can verify with an example that a(b + c) = ab + ac for compatible matrices.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.10Understand the role of zero and identity matrices
Component progression
- 1I can write the zero matrix and identity matrix for a given dimension.
- 2I can verify that adding the zero matrix to any matrix of the same dimension leaves it unchanged, and that multiplying a square matrix by the identity matrix of matching dimension leaves it unchanged.
- 3I can determine whether a square matrix has a multiplicative inverse by checking whether its determinant is nonzero.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.11Multiply a vector by a matrix
Component progression
- 1I can write a vector as a matrix with one column so it can be used in matrix multiplication.
- 2I can multiply a matrix by a compatible column vector to produce a new vector.
- 3I can interpret matrix-vector multiplication as the matrix transforming the input vector into an output vector.
Vectors Matrices · CCSS.Math.Content.HS.N-VM.C.12Interpret 2×2 matrices as transformations
Component progression
- 1I can apply a 2×2 matrix to the vertices of a figure to find the image of the figure under the transformation.
- 2I can compute the determinant of a 2×2 matrix.
- 3I can interpret the absolute value of a 2×2 matrix's determinant as the factor by which the transformation scales area.
Precalculus Functions · CCSS.Math.Content.HS.F-BF.B.4Find inverses of more complex functions
Component progression
- 1I can find the inverse of an exponential function (a logarithmic function), a logarithmic function (an exponential function), or a trigonometric function restricted to its standard domain, by solving for the swapped variable.
- 2I can given that a function has an inverse, read values of the inverse function directly from the original function's graph or table.
- 3I can verify that a found inverse is correct by composing it with the original function and confirming the result is the identity.
Precalculus Functions · CCSS.Math.Content.HS.F-BF.B.5Understand the inverse relationship between exponents and logarithms
Component progression
- 1I can rewrite an equation between its exponential form and its equivalent logarithmic form.
- 2I can apply the product, quotient, and power properties of logarithms to simplify or expand a logarithmic expression.
- 3I can solve an equation involving exponents or logarithms by converting between the two forms.
Precalculus Functions · CCSS.Math.Content.HS.F-LE.A.4Apply logarithmic solutions within complex modeling problems
Component progression
- 1I can set up an equation of the form ab^(ct) = d, with base b equal to 2, 10, or e, from a multi-step precalculus modeling scenario.
- 2I can isolate the exponential term, apply a logarithm to solve for the unknown, and evaluate the logarithm using technology, within the larger modeling problem.
- 3I can interpret the logarithmic solution in context and check it against any stated constraints of the model.
Precalculus Functions · CCSS.Math.Content.HS.F-TF.A.3Determine special-triangle trig values and unit-circle symmetry relationships
Component progression
- 1I can use 30-60-90 and 45-45-90 special right triangles to determine the exact sine, cosine, and tangent values for π/6, π/4, and π/3.
- 2I can use the unit circle to express the sine, cosine, and tangent of π-x and π+x in terms of their values for x.
- 3I can use the unit circle to express the sine, cosine, and tangent of 2π-x in terms of their values for x, for any real number x.
Precalculus Functions · CCSS.Math.Content.HS.F-TF.A.4Explain and apply symmetry and periodicity in extended trigonometric analysis
Component progression
- 1I can use the unit circle to explain why sine, cosine, and tangent exhibit even/odd symmetry and periodicity.
- 2I can use periodicity to rewrite a trigonometric function evaluated at a large or negative angle as an equivalent evaluation within a standard interval.
- 3I can use even/odd symmetry and periodicity together to simplify a trigonometric expression or solve a trigonometric equation, finding all solutions within a given interval.
Precalculus Functions · CCSS.Math.Content.HS.F-TF.B.6Formally justify inverse trigonometric function construction
Component progression
- 1I can explain, using the horizontal line test or repeated outputs, why sine, cosine, and tangent are not invertible over their full domains.
- 2I can compare the standard restricted domains used to define the inverses of sine, cosine, and tangent, and explain why each was chosen.
- 3I can explain why restricting a trig function to a domain where it is strictly increasing or decreasing guarantees a well-defined inverse.
Precalculus Functions · CCSS.Math.Content.HS.F-TF.B.7Solve advanced modeling equations with inverse trig functions
Component progression
- 1I can set up a trigonometric equation from a multi-step precalculus modeling scenario, such as a combined periodic and linear process.
- 2I can use an inverse trigonometric function together with periodicity and symmetry, evaluated with technology, to find all solutions within the modeling context's domain.
- 3I can interpret each solution in terms of the original context and discard any that don't make sense given the situation's constraints.
Precalculus Functions · CCSS.Math.Content.HS.F-TF.C.9Prove and apply sum and difference formulas in precalculus proofs and problems
Component progression
- 1I can prove the addition formulas for sine and cosine, such as by using the unit circle or a geometric construction, and derive the corresponding subtraction formulas.
- 2I can derive the double-angle formulas for sine and cosine by applying the angle sum formulas to a + a, and derive a half-angle formula from a double-angle formula, determining the correct sign from the resulting angle's quadrant.
- 3I can use angle sum, difference, double-angle, or half-angle formulas together to prove a trigonometric identity or solve a multi-step problem.
Probability · CCSS.Math.Content.HS.S-CP.A.1Describe events using set operations
Component progression
- 1I can define the sample space for a given scenario and describe an event as a subset of that sample space.
- 2I can describe the union and intersection of two events in terms of the outcomes each includes.
- 3I can describe the complement of an event as the set of all outcomes not in that event.
Probability · CCSS.Math.Content.HS.S-CP.A.2Understand independence via the multiplication rule
Component progression
- 1I can state that events a and b are independent exactly when p(a and b) = p(a) times p(b).
- 2I can use given or computed probabilities to test whether two events satisfy the independence criterion.
- 3I can explain the difference between independent events and mutually exclusive events, and give an example of each.
Probability · CCSS.Math.Content.HS.S-CP.A.3Understand conditional probability and independence
Component progression
- 1I can compute the conditional probability of a given b using the formula p(a and b)/p(b).
- 2I can interpret a computed conditional probability in terms of the restricted sample space it represents.
- 3I can explain why two events are independent exactly when the conditional probability of one given the other equals its unconditional probability.
Probability · CCSS.Math.Content.HS.S-CP.A.4Analyze independence using two-way frequency tables
Component progression
- 1I can construct a two-way frequency table summarizing data for two categorical variables.
- 2I can use row or column totals in a two-way table to approximate a conditional probability.
- 3I can use approximated conditional and unconditional probabilities from a two-way table to decide whether two events are independent.
Probability · CCSS.Math.Content.HS.S-CP.A.5Explain conditional probability and independence in context
Component progression
- 1I can explain what a specific conditional probability means in the context of a real-world scenario, without relying on formal notation.
- 2I can using a real-world example such as a medical condition and a risk factor, explain why the chance of the condition given the risk factor is generally not the same as the chance of the risk factor given the condition.
- 3I can explain why a conditional probability differing from the unconditional probability shows an association but not necessarily a causal relationship.
Probability · CCSS.Math.Content.HS.S-CP.B.6Compute conditional probability from outcome counts
Component progression
- 1I can identify all outcomes belonging to event b within a given sample space.
- 2I can compute p(a given b) as the fraction of b's outcomes that also satisfy a.
- 3I can interpret the computed conditional probability in terms of the original probability model.
Probability · CCSS.Math.Content.HS.S-CP.B.7Apply the Addition Rule
Component progression
- 1I can determine p(a and b), the probability of the overlap between two events, from a given scenario.
- 2I can use the addition rule to compute p(a or b) given p(a), p(b), and p(a and b).
- 3I can apply the addition rule to mutually exclusive events, recognizing the overlap term is zero.
Probability · CCSS.Math.Content.HS.S-CP.B.8Apply the general Multiplication Rule
Component progression
- 1I can state the general multiplication rule for p(a and b) in terms of a conditional probability, and explain why it reduces to the independence formula only when events are independent.
- 2I can use the general multiplication rule to compute p(a and b) given a marginal and a conditional probability.
- 3I can use the general multiplication rule to solve for an unknown conditional probability given the joint and marginal probabilities.
Probability · CCSS.Math.Content.HS.S-CP.B.9Use permutations and combinations in probability
Component progression
- 1I can determine whether a counting problem calls for a permutation (order matters) or a combination (order doesn't matter).
- 2I can compute the number of permutations or combinations for a given counting problem.
- 3I can use permutation or combination counts to compute the probability of a compound event.
Decision Statistics · CCSS.Math.Content.HS.S-MD.A.1Define and graph random variables
Component progression
- 1I can define a random variable by assigning a numerical value to each outcome in a sample space.
- 2I can list the possible values of a random variable together with their probabilities, verifying the probabilities sum to 1.
- 3I can graph the probability distribution of a random variable using an appropriate display.
Decision Statistics · CCSS.Math.Content.HS.S-MD.A.2Calculate and interpret expected value
Component progression
- 1I can compute the expected value of a random variable by summing each value times its probability.
- 2I can interpret an expected value as the long-run average outcome over many repetitions, not a guaranteed single result.
- 3I can compare the expected values of two different random variables or distributions in context.
Decision Statistics · CCSS.Math.Content.HS.S-MD.A.3Develop a theoretical probability distribution
Component progression
- 1I can determine the theoretical probability of each outcome in a sample space, accounting for whether outcomes are equally likely.
- 2I can organize the theoretical probabilities into a complete probability distribution for a defined random variable.
- 3I can use the developed theoretical distribution to compute the random variable's expected value.
Decision Statistics · CCSS.Math.Content.HS.S-MD.A.4Develop an empirical probability distribution
Component progression
- 1I can use collected or simulated data to assign an empirical probability to each outcome of a random variable.
- 2I can organize empirically assigned probabilities into a complete probability distribution.
- 3I can use the developed empirical probability distribution to compute the random variable's expected value.
Decision Statistics · CCSS.Math.Content.HS.S-MD.B.5Weigh decisions using expected value
Component progression
- 1I can identify the possible outcomes of a decision and assign a payoff value and probability to each.
- 2I can compute the expected value of a decision from its payoff-probability pairs.
- 3I can compare two or more decision options by their expected values and explain which is more favorable and why.
Decision Statistics · CCSS.Math.Content.HS.S-MD.B.6Use probability to make fair decisions
Component progression
- 1I can design a random selection method, such as drawing lots, that gives each outcome its intended probability.
- 2I can verify whether a proposed selection method actually gives each option an equal (or intended) probability.
- 3I can apply a fair random process to make a decision in a real-world scenario, justifying why the process is fair.
Decision Statistics · CCSS.Math.Content.HS.S-MD.B.7Analyze decisions and strategies using probability
Component progression
- 1I can identify the probabilities and conditional probabilities relevant to analyzing a real-world decision or strategy.
- 2I can use expected value or conditional probability to evaluate the effectiveness of a given strategy or decision rule.
- 3I can use the probability analysis to justify a recommended decision or strategy, acknowledging its limitations.
Calculus Readiness · EEP-MATH-12-CALC.1Analyze limits and continuity
Component progression
- 1I can estimate the limit of a function at a point using a table of values approaching the point and the function's graph.
- 2I can evaluate a limit algebraically using direct substitution, factoring, or rationalizing when direct substitution fails.
- 3I can determine whether a function is continuous at a point by comparing the function's value, its limit, and whether they agree.
Calculus Readiness · EEP-MATH-12-CALC.2Interpret derivatives as rates of change
Component progression
- 1I can interpret the derivative of a function at a point as the instantaneous rate of change of the function at that point.
- 2I can interpret the derivative of a function at a point as the slope of the line tangent to the function's graph at that point.
- 3I can estimate the value of a derivative at a point using the slope of a secant line from a graph or table of values.
Calculus Readiness · EEP-MATH-12-CALC.3Apply differentiation rules across function families
Component progression
- 1I can apply the power rule and sum/difference rule to differentiate polynomial functions.
- 2I can apply the differentiation rules for exponential and logarithmic functions.
- 3I can apply the differentiation rules for sine, cosine, and tangent functions.
Calculus Readiness · EEP-MATH-12-CALC.4Apply derivatives to optimization and motion
Component progression
- 1I can use a derivative to find the maximum or minimum value of a function in an optimization problem.
- 2I can use a derivative to find the velocity or acceleration of an object from its position function.
- 3I can use a derivative to analyze the rate of change in a mathematical model of a real-world situation.
Calculus Readiness · EEP-MATH-12-CALC.5Interpret definite integrals as accumulation and area
Component progression
- 1I can interpret a definite integral as the total accumulated change of a quantity over an interval.
- 2I can interpret a definite integral as the signed area between a function's graph and the x-axis over an interval.
- 3I can approximate a definite integral using a riemann sum with a table of values or a graph.
Calculus Readiness · EEP-MATH-12-CALC.6Apply the Fundamental Theorem of Calculus
Component progression
- 1I can state the fundamental theorem of calculus connecting differentiation and integration.
- 2I can use the fundamental theorem of calculus to evaluate a definite integral by finding an antiderivative.
- 3I can apply the fundamental theorem of calculus to solve a real-world problem involving accumulated change.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.1Advanced Calculus I: 1
Component progression
- 1I can estimate the limit of a function at a point using a table of values and the function's graph, including one-sided limits.
- 2I can evaluate limits algebraically, including indeterminate forms, using factoring, rationalizing, or other algebraic techniques.
- 3I can determine whether a function is continuous at a point and classify a discontinuity as removable, jump, or infinite.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.2Advanced Calculus I: 2
Component progression
- 1I can define the derivative of a function at a point as the limit of its difference quotient as the interval shrinks to zero.
- 2I can interpret a derivative's value as both the instantaneous rate of change of the function and the slope of its tangent line at that point.
- 3I can explain why differentiability at a point implies continuity there, and give an example of a continuous function that is not differentiable at a point.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.3Advanced Calculus I: 3
Component progression
- 1I can differentiate polynomial and rational functions using the power, product, and quotient rules.
- 2I can differentiate composed functions using the chain rule, and apply implicit differentiation to equations not solved for y.
- 3I can apply the differentiation rules for exponential, logarithmic, and trigonometric functions, combining them with the chain rule when needed.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.4Advanced Calculus I: 4
Component progression
- 1I can use the first and second derivatives of a position function to find velocity, speed, and acceleration and interpret the motion they describe.
- 2I can use the first derivative test and second derivative test to find a function's extrema and determine intervals of concavity.
- 3I can set up and solve a related-rates problem or an optimization problem using derivatives.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.5Advanced Calculus I: 5
Component progression
- 1I can approximate a definite integral using left, right, midpoint, and trapezoidal riemann sums from a table of values or a graph.
- 2I can interpret a definite integral of a rate function as the net accumulated change of the original quantity over an interval.
- 3I can interpret a definite integral as the signed area between a function's graph and the x-axis, accounting for regions below the axis.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.6Advanced Calculus I: 6
Component progression
- 1I can use the fundamental theorem of calculus, part 1, to differentiate an accumulation function, including one with a variable upper bound requiring the chain rule.
- 2I can use the fundamental theorem of calculus, part 2, to evaluate a definite integral by finding and evaluating an antiderivative.
- 3I can apply the fundamental theorem of calculus to solve a real-world problem involving total accumulated change.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.7Advanced Calculus I: 7
Component progression
- 1I can sketch a slope field for a given differential equation and use it to sketch an approximate solution curve through a given point.
- 2I can solve a separable differential equation by separating variables and integrating both sides.
- 3I can use a separable differential equation to model and solve an exponential growth or decay problem.
Advanced Calculus Ab · AP.MATH.AP.CALCULUS.AB.8Advanced Calculus I: 8
Component progression
- 1I can set up and evaluate a definite integral to find the area between two curves.
- 2I can set up and evaluate a definite integral to find the volume of a solid of revolution using the disk, washer, or shell method.
- 3I can compute the average value of a function over an interval using a definite integral, and interpret it in context.
Advanced Calculus Bc · AP.MATH.AP.CALCULUS.BC.1Advanced Calculus II: 1
Component progression
- 1I can evaluate an integral using integration by parts, choosing u and dv appropriately.
- 2I can decompose a rational function into partial fractions and integrate the resulting terms.
- 3I can evaluate an improper integral with an infinite bound or a discontinuous integrand by taking an appropriate limit.
Advanced Calculus Bc · AP.MATH.AP.CALCULUS.BC.2Advanced Calculus II: 2
Component progression
- 1I can find dy/dx for a curve defined parametrically using the parametric differentiation formula.
- 2I can set up and evaluate a definite integral to find the arc length of a curve defined parametrically or in polar form.
- 3I can set up and evaluate a definite integral to find the area enclosed by a polar curve.
Advanced Calculus Bc · AP.MATH.AP.CALCULUS.BC.3Advanced Calculus II: 3
Component progression
- 1I can differentiate and integrate a vector-valued function component-wise.
- 2I can find the velocity and acceleration vectors for an object whose position is given by a vector-valued function.
- 3I can find an object's speed as the magnitude of its velocity vector, and find its displacement over an interval.
Advanced Calculus Bc · AP.MATH.AP.CALCULUS.BC.4Advanced Calculus II: 4
Component progression
- 1I can apply the nth-term, geometric, p-series, ratio, and integral tests to determine whether a given series converges or diverges.
- 2I can use the ratio test to determine the radius of convergence of a power series, then test the endpoints to determine the full interval of convergence.
- 3I can determine whether an alternating series converges and estimate the error of a partial sum using the alternating series error bound.
Advanced Calculus Bc · AP.MATH.AP.CALCULUS.BC.5Advanced Calculus II: 5
Component progression
- 1I can construct the taylor series (or maclaurin series, centered at 0) for a given function using its derivatives at the center point.
- 2I can use a taylor polynomial of a specified degree to approximate a function's value near the center point.
- 3I can use the lagrange error bound to estimate the maximum error of a taylor polynomial approximation.
Advanced Statistics · AP.MATH.AP.STATISTICS.1Advanced Statistics: 1
Component progression
- 1I can describe the shape, center, and spread of a one-variable distribution using appropriate vocabulary and statistics.
- 2I can construct and interpret a dotplot, histogram, or boxplot for one-variable data.
- 3I can compute and interpret summary statistics for one-variable data, including standard deviation and z-scores.
Advanced Statistics · AP.MATH.AP.STATISTICS.2Advanced Statistics: 2
Component progression
- 1I can construct a scatterplot for two-variable data and interpret the correlation coefficient's strength and direction.
- 2I can fit a least-squares regression line to two-variable data and interpret its slope and intercept in context.
- 3I can construct and analyze a residual plot to assess whether a linear model is an appropriate fit for the data.
Advanced Statistics · AP.MATH.AP.STATISTICS.3Advanced Statistics: 3
Component progression
- 1I can compare simple random, stratified, and cluster sampling methods, and identify sources of bias in a described sampling method.
- 2I can distinguish an observational study from a controlled experiment and explain what conclusions each design supports.
- 3I can apply the principles of randomization, control, and replication to design or critique an experiment.
Advanced Statistics · AP.MATH.AP.STATISTICS.4Advanced Statistics: 4
Component progression
- 1I can apply basic probability rules, including the addition rule and conditional probability, to compute probabilities of events.
- 2I can compute the mean and variance of a discrete random variable from its probability distribution.
- 3I can determine when the binomial or geometric distribution applies to a scenario and use it to compute a probability.
Advanced Statistics · AP.MATH.AP.STATISTICS.5Advanced Statistics: 5
Component progression
- 1I can describe the shape, center, and spread of the sampling distribution of a sample proportion.
- 2I can describe the shape, center, and spread of the sampling distribution of a sample mean.
- 3I can use the central limit theorem to approximate a sampling distribution as approximately normal when sample-size conditions are met.
Advanced Statistics · AP.MATH.AP.STATISTICS.6Advanced Statistics: 6
Component progression
- 1I can construct and interpret a confidence interval for a population proportion, checking the required conditions.
- 2I can construct and interpret a confidence interval for a population mean, checking the required conditions.
- 3I can correctly interpret what a stated confidence level and margin of error mean about the estimation procedure.
Advanced Statistics · AP.MATH.AP.STATISTICS.7Advanced Statistics: 7
Component progression
- 1I can state appropriate null and alternative hypotheses for a scenario and compute the corresponding test statistic.
- 2I can compute a p-value from a test statistic and use it, with a significance level, to make a conclusion about the null hypothesis.
- 3I can explain what a type i error and a type ii error would mean in a given context, and their consequences.
Advanced Statistics · AP.MATH.AP.STATISTICS.8Advanced Statistics: 8
Component progression
- 1I can state a statistical conclusion in plain language connected to the original real-world context.
- 2I can identify limitations of a described study's design, sample, or inference procedure.
- 3I can evaluate whether a study's conclusion can be generalized to a broader population and whether it supports a causal claim.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.1Introductory Linear Algebra: 1
Component progression
- 1I can write a system of linear equations as an augmented matrix.
- 2I can apply gaussian elimination using elementary row operations to row-reduce a matrix to echelon form.
- 3I can interpret a row-reduced matrix to determine whether the system has a unique solution, infinitely many solutions, or no solution.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.2Introductory Linear Algebra: 2
Component progression
- 1I can verify whether a given set with defined operations satisfies the vector space axioms.
- 2I can determine whether a subset of a vector space is a subspace by checking closure under addition and scalar multiplication and the presence of the zero vector.
- 3I can determine the span of a given set of vectors and describe it geometrically or algebraically.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.3Introductory Linear Algebra: 3
Component progression
- 1I can test whether a set of vectors is linearly independent by row-reducing a matrix formed from them.
- 2I can find a basis for a given vector space or subspace.
- 3I can determine the dimension of a vector space or subspace from the number of vectors in a basis.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.4Introductory Linear Algebra: 4
Component progression
- 1I can verify whether a given transformation satisfies both additivity and homogeneity, the defining properties of a linear transformation.
- 2I can find the standard matrix representing a linear transformation by applying it to the standard basis vectors.
- 3I can determine the kernel and range of a linear transformation from its standard matrix.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.5Introductory Linear Algebra: 5
Component progression
- 1I can compute the determinant of a matrix using cofactor expansion along a row or column.
- 2I can use a matrix's determinant to determine whether it is invertible.
- 3I can interpret the absolute value of a matrix's determinant as the factor by which the corresponding transformation scales area or volume.
Advanced Linear Algebra · EEP-ADV.MATH.LINEAR.ALGEBRA.6Introductory Linear Algebra: 6
Component progression
- 1I can find the eigenvalues of a matrix by solving the characteristic equation formed from its determinant.
- 2I can find the eigenvectors corresponding to a given eigenvalue by solving the resulting homogeneous system.
- 3I can interpret eigenvalues and eigenvectors geometrically as directions a transformation only scales, and use them to diagonalize a matrix when possible.