329 core topics
+ 56 prerequisite topics taught
as needed · approximately 114 hours of instruction
including spaced review
An adaptive diagnostic (up to
40 questions) places the student on the course's knowledge
graph - topics already known are credited, and instruction begins exactly
at the learning frontier. Every topic is taught with a worked-example
lesson and auto-graded practice; a topic is mastered at
75%+ and then maintained through spaced reviews on an
expanding schedule. Mixed checks follow every 6 lessons;
each unit ends with a 12-item quiz, and course-wide assessments appear at
25%, 50%, 75%, and 100% mastery. Prerequisite gaps below the course are detected and taught rather
than skipped, so completion certifies the whole tower, not just the top.
| Function Notation & Evaluation
[E] |
Reading f(x) notation and plugging in inputs. |
| Domain & Range
[E] |
Which inputs a function accepts, and which outputs it can produce. |
| Function Composition
[M] |
Feeding one function's output into another: f(g(x)). |
| Inverse Functions
[M] |
The function that undoes f: f⁻¹(b) is the input that f sends to b. |
| Transformations of Functions
[M] |
How f(x − h) + k slides a graph around the plane. |
| Piecewise Functions
[M] |
Functions defined by different rules on different intervals. |
| Absolute Value Equations
[M] |
|x − a| = b splits into two linear equations. |
| Systems by Elimination
[H] |
Adding or subtracting equations to cancel a variable. |
| Nonlinear Systems
[H] |
Where a line meets a parabola: set the two formulas equal. |
| Complex Numbers
[M] |
The imaginary unit i = √(−1) and numbers of the form a + bi. |
| Operations with Complex Numbers
[M] |
Multiplying complex numbers with FOIL and i² = −1. |
| Quadratics with Complex Roots
[H] |
When the discriminant is negative, the roots come in a conjugate pair a ± bi. |
| Polynomial Division
[H] |
Dividing a polynomial by (x − a) with long or synthetic division. |
| Remainder & Factor Theorems
[M] |
The remainder when p(x) is divided by (x − a) is simply p(a). |
| Zeros of Polynomials
[H] |
Finding all the roots of a cubic by factoring it down. |
| End Behavior of Polynomials
[E] |
Far from the origin, only the leading term matters. |
| Simplifying Rational Expressions
[M] |
Factor top and bottom, then cancel the common factor. |
| Operations on Rational Expressions
[H] |
Multiplying and dividing algebraic fractions. |
| Rational Equations
[H] |
Clearing denominators to solve equations with x below the line. |
| Logarithms
[M] |
log_b(x) asks: to what power must b be raised to get x? |
| Properties of Logarithms
[M] |
Logs turn products into sums, quotients into differences, powers into multiples. |
| Exponential & Log Equations
[M] |
Matching bases and rewriting between exponential and log form. |
| Arithmetic Sequences
[M] |
Sequences that grow by a constant difference each step. |
| Geometric Sequences
[M] |
Sequences that grow by a constant ratio each step. |
| Right-Triangle Trigonometry
[M] |
SOH-CAH-TOA: the three trig ratios of an acute angle in a right triangle. |
| Solving for Sides with Trig
[M] |
Using a known angle and one side to find another side. |
| Degrees & Radians
[E] |
Two ways to measure the same angle: 180° equals π radians. |
| The Unit Circle
[M] |
Exact sine, cosine, and tangent values at the special angles. |
| Trig of Any Angle
[H] |
Reference angles plus quadrant signs extend trig beyond 90°. |
| Graphs of Sine & Cosine
[M] |
Reading amplitude, period, and midline from y = a sin(bx) + c. |
| Phase Shifts & Other Trig Graphs
[M] |
Horizontal (phase) shifts of trig graphs, and the period of tangent. |
| The Pythagorean Identity
[M] |
sin²θ + cos²θ = 1 links sine and cosine of the same angle. |
| Basic Trig Identities
[M] |
Quotient, reciprocal, and even-odd identities. |
| Sum & Difference Formulas
[H] |
Expanding sin(A ± B) and cos(A ± B) to reach non-special angles. |
| Double-Angle Formulas
[H] |
sin 2x = 2 sin x cos x and cos 2x = 1 − 2 sin²x. |
| Trig Equations
[H] |
Isolating a trig function and reading solutions off the unit circle. |
| Law of Sines
[H] |
In any triangle, each side over the sine of its opposite angle is constant. |
| Law of Cosines
[H] |
c² = a² + b² − 2ab cos C generalizes the Pythagorean theorem. |
| Inverse Trig Functions
[M] |
arcsin, arccos, and arctan undo the trig functions on restricted ranges. |
| Vector Components from Two Points
[E] |
Head minus tail, coordinate by coordinate. |
| Magnitude of a Vector
[E] |
A vector's length comes straight from the Pythagorean theorem. |
| Adding & Subtracting Vectors
[E] |
Vectors combine component by component - tip-to-tail in coordinates. |
| Scalar Multiples & Combinations
[E] |
A scalar stretches every component; combinations mix scaled vectors. |
| The Dot Product
[M] |
Multiply matching components and add - two vectors in, one number out. |
| Perpendicular Vectors
[M] |
Two vectors are perpendicular exactly when their dot product is zero. |
| Classifying the Angle Between Vectors
[M] |
The sign of the dot product tells acute, right, or obtuse. |
| 2×2 Matrices: Addition & Scalar Multiples
[E] |
Same-shape matrices add entry by entry; a scalar hits every entry. |
| Multiplying a Matrix by a Vector
[M] |
Each output component is a row of the matrix dotted with the vector. |
| 2×2 Matrix Multiplication
[M] |
Row of the left matrix times column of the right, entry by entry. |
| The 2×2 Determinant
[M] |
Down-diagonal product minus up-diagonal product: ad − bc. |
| Determinant as Parallelogram Area
[M] |
The parallelogram on ⟨a, b⟩ and ⟨c, d⟩ has area |ad − bc|. |
| 2×2 Systems as Matrix Equations
[H] |
A pair of linear equations is one matrix equation with one solution. |
| Circle Equations: Center & Radius
[E] |
Read the center and radius straight off (x − h)² + (y − k)² = r². |
| Circle Through a Given Point
[M] |
The radius is the distance from the center to any point on the circle. |
| Circles by Completing the Square
[M] |
Turn x² + y² + Dx + Ey + F = 0 back into center-radius form. |
| Parabolas: Focus & Directrix
[M] |
In x² = 4py the focus sits p above the vertex and the directrix p below. |
| Parabolas with a Shifted Vertex
[M] |
Vertex, focus, and directrix stay p apart no matter where the vertex sits. |
| Ellipses in Standard Form
[E] |
The larger denominator points along the major axis: a² under it, b² under the other. |
| Foci of an Ellipse: c² = a² − b²
[M] |
The foci sit inside the ellipse on the major axis, c² = a² − b² from center. |
| Hyperbolas in Standard Form
[E] |
The positive squared term tells you the axis the two branches open along. |
| Foci of a Hyperbola: c² = a² + b²
[M] |
Hyperbola foci sit beyond the vertices: c² adds a² and b². |
| Asymptotes of a Hyperbola
[M] |
The branches hug the lines y = ±(b/a)x through the center. |
| Eccentricity as an Exact Fraction
[M] |
e = c/a measures shape: below 1 for ellipses, above 1 for hyperbolas. |
| Classifying a Conic from Its Equation
[M] |
Compare the squared terms: their signs and coefficients name the conic. |
| Recovering tan θ from One Ratio
[M] |
Combine the Pythagorean identity with tan θ = sin θ / cos θ, then let the quadrant fix the sign. |
| Secant & Cosecant from One Ratio
[M] |
Find the missing ratio by the Pythagorean identity, then flip it: sec = 1/cos, csc = 1/sin. |
| Cotangent from One Ratio
[M] |
cot θ = cos θ / sin θ - the quotient identity read the other way up. |
| Exact Values by Decomposition
[H] |
Split an unusual angle into a sum of special angles, then expand. |
| Combining Two Known Angles
[H] |
Given sines of two angles, build sin(A ± B) and cos(A ± B) as exact fractions. |
| Computing sin(2x)
[M] |
sin 2x = 2 sin x cos x - recover the missing factor with its correct sign first. |
| Computing cos(2x)
[M] |
cos 2x = 1 − 2 sin²x = 2 cos²x − 1 - one squared ratio is enough. |
| Identities That Collapse to a Number
[M] |
sec²−tan² = 1, csc²−cot² = 1, and each function times its reciprocal is 1. |
| Simplifying to One Function
[M] |
Rewrite a product or quotient in terms of sine and cosine, then cancel. |
| Counting Solutions on [0°, 360°)
[M] |
Each attainable value of sine or cosine is hit twice per turn - except at the peaks. |
| The Smallest Solution in Degrees
[M] |
Isolate the function, find the reference angle, then take the least angle in range. |
| Verifying the Right Formula
[M] |
Spot the correct expansion and reject the near-miss sign and swap errors. |
| Evaluating Exponential Functions
[E] |
Plug integer inputs into f(x) = a·bˣ - including 0 and negatives. |
| Graphs: y-Intercept & Asymptote
[M] |
y-intercept a, growth when b > 1, decay when 0 < b < 1, floor at y = 0. |
| Evaluating Logarithms
[M] |
log_b(x) asks: to what power must b be raised to get x? |
| Log Laws in Computation
[M] |
Logs turn products into sums, quotients into differences, powers into multiples. |
| Exponentials & Logs as Inverses
[M] |
log_b and b^x undo each other - reflections across the line y = x. |
| Exponential Equations: Same Base
[M] |
Match the bases, then set the exponents equal. |
| Exponential Equations with Logs
[M] |
Take a logarithm of both sides to bring the exponent down. |
| The Natural Base e and ln
[M] |
e ≈ 2.718 is the natural base; ln is log base e, its exact inverse. |
| Exponential Growth & Decay Models
[M] |
Model y = a·bᵗ: multiply the start by the factor once per time step. |
| Continuous Compound Interest
[M] |
Compounding at every instant uses the natural base: A = P·e^(rt). |
| Doubling Time
[M] |
Doubling every T means y = a·2^(t/T) - count the doublings first. |
| Half-Life
[M] |
Half-life is the time to halve once - y = a·(1/2)^(t/H). |
| Solving Logarithmic Equations
[M] |
Rewrite log_b(expr) = k as expr = b^k, then solve. |
| Vertical Asymptotes vs. Holes
[M] |
A canceling factor makes a hole; a surviving denominator factor makes an asymptote. |
| Horizontal Asymptotes by Degree
[M] |
Compare the top and bottom degrees to read off the horizontal asymptote. |
| Intercepts of Rational Functions
[M] |
x-intercepts come from the numerator's zeros; the y-intercept is f(0). |
| The Coordinates of a Hole
[M] |
Cancel the common factor, then plug the x-value into what remains. |
| Combinations C(n, r)
[M] |
Count unordered selections with C(n, r) = n! / (r!(n − r)!). |
| Permutations P(n, r)
[M] |
Count ordered arrangements with P(n, r) = n! / (n − r)!. |
| Permutation or Combination?
[M] |
Decide whether order matters, then pick P(n, r) or C(n, r). |
| Pascal's Triangle Entries
[M] |
Every Pascal entry is a C(n, k), and each row sums to 2ⁿ. |
| Extracting a Binomial Coefficient
[H] |
One term of (x ± a)ⁿ: C(n, k)·aⁿ⁻ᵏ, with the sign tracked. |
| Finite Arithmetic Series
[M] |
Sum an arithmetic series with S = n(first + last)/2. |
| Finite Geometric Series
[M] |
Sum n geometric terms with S = a(1 − rⁿ)/(1 − r). |
| Evaluating Sigma Notation
[M] |
Read the limits, apply the standard sum formulas, and add. |
| Infinite Geometric Series
[M] |
When |r| < 1 the endless sum converges to a/(1 − r). |
| Amplitude of a Sinusoid
[E] |
Amplitude is |a|, half the vertical distance from crest to trough. |
| Period in Radians: 2π / b
[M] |
In radians the period of a sinusoid is 2π divided by b. |
| Period in Degrees: 360 / b
[E] |
In degrees the period of a sinusoid is 360 divided by b. |
| The Midline y = d
[E] |
The midline is y = d, the horizontal center the wave swings around. |
| Vertical Shift of a Sinusoid
[E] |
Adding d shifts the whole graph up (d > 0) or down (d < 0) by |d|. |
| Phase Shift of a Sinusoid
[M] |
Factor the b out: sin(bx − c) shifts right by c/b, not by c. |
| Period of y = tan(bx)
[M] |
Tangent repeats twice as fast as sine: its period is π / b. |
| Maximum & Minimum Values
[M] |
Max is midline + amplitude; min is midline − amplitude. |
| Amplitude from Max & Min
[M] |
Amplitude is half the gap between the highest and lowest values. |
| Midline from Max & Min
[M] |
The midline sits at the average of the highest and lowest values. |
| Modeling: Finding the Amplitude
[M] |
Turn a periodic phenomenon's high and low into an amplitude. |
| Modeling: Finding the Midline
[M] |
The model's midline is the center height or the average of high and low. |
| Modeling: Finding the Period
[M] |
The period is the time for one full cycle of the phenomenon. |
| Evaluating a Parametric Path
[E] |
Plug a value of t into each equation to locate the moving point. |
| Eliminating the Parameter: Lines
[M] |
Solve x = t + b for t, substitute, and read off slope and intercept. |
| Eliminating the Parameter: Parabolas
[M] |
A squared parameter eliminates into a quadratic in x - expand carefully. |
| Eliminating the Parameter: Circles
[M] |
x = a cos t, y = a sin t squares and adds to x² + y² = a². |
| Displacement Along a Parametric Path
[M] |
Displacement in a coordinate is its ending value minus its starting value. |
| Distance Between Two Positions
[M] |
The distance between two positions is √(Δx² + Δy²). |
| Polar to Rectangular: Exact Radicals
[M] |
At 30°, 45°, and 60° one coordinate carries an exact radical. |
| Polar to Rectangular: Whole Coordinates
[M] |
Half the special-angle conversions land on a plain rational coordinate. |
| Rectangular to Polar: the Radius
[M] |
The polar radius is the distance from the origin, √(x² + y²). |
| The Modulus of a Point
[M] |
A point's modulus is its polar radius: √(x² + y²). |
| The Circle r = a
[E] |
When r is a constant, every angle gives the same distance - a circle. |
| The Circle r = a cos θ
[M] |
r = a cos θ is an off-center circle of radius a/2 through the origin. |
| Classifying Polar Graphs
[M] |
Sort r = a, θ = c, r = a cos θ, and r = a cos(nθ) by their shapes. |
| Trig Equations: a Solution in Radians
[H] |
Read the reference angle, place it in the right quadrants, and report the asked solution. |
| Trig Equations: Sum of the Solutions
[H] |
Add the two solutions on the interval - symmetry often makes the sum a tidy multiple of pi. |
| Quadratic Trig Equations: Counting Roots
[H] |
Solve the quadratic in sine or cosine, then count how many angles each root gives. |
| Half-Angle Exact Values
[H] |
cos(theta/2) = sqrt((1 + cos theta)/2); the sign follows the half-angle's quadrant. |
| Combining a Sine and Cosine: R sin(x + φ)
[H] |
a sin x + b cos x is one sinusoid with amplitude R = sqrt(a^2 + b^2). |
| The Tangent Sum & Difference Formula
[H] |
tan(A ± B) = (tan A ± tan B) / (1 ∓ tan A tan B). |
| The Law of Sines
[H] |
Sides are proportional to the sines of their opposite angles: a/sin A = b/sin B. |
| Law of Cosines: Finding a Side
[H] |
c^2 = a^2 + b^2 - 2ab cos C uses two sides and the included angle. |
| Law of Cosines: Finding an Angle
[H] |
Rearrange to cos C = (a^2 + b^2 - c^2)/(2ab) to recover an angle from three sides. |
| The Ambiguous (SSA) Case
[H] |
Compare the opposite side a to the height b sin A: it decides 0, 1, or 2 triangles. |
| Area from Two Sides and the Included Angle
[H] |
Area = (1/2) a b sin C - half the product of two sides times the sine of the angle between. |
| Polar Equations to Rectangular
[H] |
Multiply through by r and use r^2 = x^2 + y^2, r cos = x, r sin = y. |
| Rectangular Equations to Polar
[H] |
Substitute x = r cos, y = r sin; circles become r = a, and lines become r cos = k or theta = c. |
| Recognizing Polar Curves
[H] |
r = a(1 + cos) is a cardioid; r = a + b cos is a limacon; the nth-multiple angle marks a rose. |
| Work as a Dot Product
[H] |
Work is the dot product of force and displacement: W = Fx dx + Fy dy. |
| The Angle Between Two Vectors
[H] |
cos of the angle is the dot product over the product of the magnitudes. |
| Perpendicular & Parallel Vectors
[H] |
Perpendicular means the dot product is 0; parallel means one is a scalar multiple of the other. |
| Direction Angle of a Vector
[H] |
The direction angle points the vector; equal-magnitude components land on the 45-degree diagonals. |
| Parametric Ellipses
[H] |
x = a cos t, y = b sin t squares and adds to x^2/a^2 + y^2/b^2 = 1. |
| Speed Along a Parametric Line
[H] |
For linear motion the speed is sqrt((dx/dt)^2 + (dy/dt)^2), constant in time. |
| Projectile Height from Parametric Motion
[H] |
The height y = v0 t - 5 t^2 is a downward parabola; its vertex gives the peak. |
| Area of an Ellipse
[H] |
An ellipse encloses pi a b, the two semi-axes multiplied (a generalized pi r^2). |
| Matching a Conic to Its Equation
[H] |
Equal same-sign squares are a circle; unequal an ellipse; opposite signs a hyperbola; one square a parabola. |
| Polynomial End Behavior
[H] |
The leading term's degree parity and sign fix both tails of the graph. |
| Zeros & Their Multiplicities
[H] |
A factor's exponent is the zero's multiplicity; the total is the degree, and parity decides cross vs touch. |
| Slant (Oblique) Asymptotes
[H] |
When the numerator's degree is one more than the denominator's, long division gives a slant line. |
| Intercepts of a Rational Function
[H] |
x-intercepts are the numerator's zeros; the y-intercept is f(0). |
| Sum of an Arithmetic Series
[H] |
S_n = (n/2)(2 a_1 + (n - 1) d), or n times the average of the first and last terms. |
| Sum of a Finite Geometric Series
[H] |
S_n = a_1 (r^n - 1)/(r - 1) for a common ratio r not equal to 1. |
| Sum of an Infinite Geometric Series
[H] |
When |r| < 1 the series converges to a_1 / (1 - r). |
| The nth Term of a Sequence
[H] |
Arithmetic: a_1 + (n - 1) d. Geometric: a_1 r^(n - 1). |
| The Constant Term of a Binomial Expansion
[H] |
In (a x + c/x)^n the general term is C(n,k)(a x)^(n-k)(c/x)^k; the power of x is zero when k = n/2. |
| A Specific Term of a Binomial Expansion
[H] |
The coefficient of x^j in (x + a)^n is C(n, j) a^(n - j) - no need to expand fully. |
| Limits at a Removable Discontinuity
[H] |
Cancel the common factor, then substitute - the hole's height is the limit. |
| Limits at Infinity of Rational Functions
[H] |
Equal top and bottom degrees give the leading-coefficient ratio; a smaller top gives 0. |
| Estimating a Limit Numerically
[H] |
If both sides of a table close in on the same value, that value is the limit. |
| Limits from a Graph
[H] |
The limit watches the approach from both sides, not the plotted point's value. |
| Operations on Functions at a Point
[H] |
Evaluate each function at the input first, then combine those two outputs with the indicated operation. |
| A Coefficient of the Product fg
[H] |
Collect every pair of terms whose exponents add to the requested power, then add those products. |
| Excluded Values of a Quotient f/g
[H] |
The quotient f/g is undefined wherever g is zero and wherever either function is already undefined. |
| The Domain of a Sum
[H] |
The domain of f + g is the overlap of the two domains: satisfy the radical condition and avoid the value that makes the denominator zero. |
| Evaluating a Composition
[H] |
Evaluate the inner function first, then apply the outer function to that output. |
| Solving a Composition Equation
[H] |
Undo the outer function first to learn what the inner output must be, then solve the inner equation. |
| Domain of a Rational Composition
[H] |
Exclude every input where the inner function is undefined and every input whose output is barred from the outer function's domain. |
| Domain of a Radical Composition
[H] |
Require the outer radicand to be non-negative, or strictly positive when the radical sits in a denominator, then solve that inequality for x. |
| Composition from a Table of Values
[H] |
Read the inner output from its column, then look that number up in the x column to read the outer output. |
| Decomposing h into f of g
[H] |
The inner function is the expression the outer operation is applied to; the outer function is that operation acting on a single placeholder. |
| Recovering the Outer Function
[H] |
Set u equal to the inner formula, solve for x in terms of u, and substitute to express h entirely in u; that expression is f. |
| A Value of the Inverse
[H] |
Finding f inverse of k means solving f(x) = k for x, since the inverse reverses the roles of input and output. |
| Verifying an Inverse Formula
[H] |
A candidate is the inverse exactly when composing it with f in either order returns x. |
| The Inverse of a Rational Function
[H] |
Set the rational expression equal to the target value, clear the denominator, and collect the x-terms on one side. |
| Inverses on a Restricted Domain
[H] |
Solving the quadratic equation gives two candidate inputs; the restricted domain selects which one is the inverse value. |
| Domain and Range of an Inverse
[H] |
An inverse swaps the two sets: the range of f inverse is the domain of f, and the domain of f inverse is the range of f. |
| Even, Odd, or Neither
[H] |
Replace x by negative x and compare: matching f gives an even function, matching the opposite of f gives an odd function, neither gives neither. |
| Using Symmetry to Find Values
[H] |
Symmetry transfers a known value across zero: an even function repeats it and an odd function reverses its sign. |
| Parity of Products and Compositions
[H] |
Track the sign that each factor or layer contributes when x is replaced by negative x, then multiply those signs together. |
| The Image of a Point
[H] |
Vertical constants act directly on the y-coordinate, while horizontal constants act on the x-coordinate in the opposite sense. |
| A Sequence of Transformations
[H] |
Translate each described step into the constant it contributes, keeping horizontal shifts inside the parentheses and vertical changes outside. |
| Building and Evaluating a Transformed Function
[H] |
Write the described sequence as an equation in the template A times the parent of B times x minus C, plus D, then substitute the input. |
| Extreme Values on a Closed Interval
[H] |
Compare the values at the endpoints with the value at the vertex, using the vertex only when it lies inside the interval. |
| How a Transformation Moves a Zero
[H] |
A zero survives every vertical stretch or reflection; only the horizontal replacement of x changes where it occurs. |
| Evaluating a Piecewise Function
[H] |
Decide which condition the input satisfies, then use only that branch's rule. |
| Making a Piecewise Rule Continuous
[H] |
Continuity at the boundary requires the two branch formulas to produce the same output there, which is one equation in the unknown constant. |
| The Corner of an Absolute Value Graph
[H] |
The corner occurs where the expression inside the absolute value equals zero, since that is where the branch definition switches. |
| Greatest-Integer Arithmetic
[H] |
The greatest integer function rounds toward negative infinity, so a negative non-integer moves down to the next integer. |
| A Step-Function Pricing Model
[H] |
Charges that jump at fixed intervals are modeled with a ceiling: any part of an interval counts as a whole one. |
| Average Rate of Change of a Rational Function
[H] |
Evaluate the function at both endpoints, subtract the outputs, and divide by the change in the input. |
| Comparing Average Rates from a Table
[H] |
Divide each change in output by its own change in input, then compare the resulting slopes rather than the raw changes. |
| Average Rate of Change in Context
[H] |
The secant slope carries the units of output per unit of input, so the computation answers a question about an average speed, rate, or yield. |
| Recovering a Missing Endpoint
[H] |
Write the average rate of change with the unknown endpoint in it, set that expression equal to the given rate, and solve. |
| Simplifying the Difference Quotient
[H] |
Expand f(x + h), subtract f(x) so every surviving term contains h, then divide each term by h. |
| The Difference Quotient of a Rational Function
[H] |
Combine the two rational outputs over a common denominator first; the numerator then contains a factor of h that cancels. |
| The End-Behavior Model of a Rational Function
[H] |
For large inputs only the leading terms matter, so the function behaves like the quotient of those two leading terms. |
| Where a Graph Crosses Its Horizontal Asymptote
[H] |
A horizontal asymptote describes end behavior only, so setting the function equal to that value and solving locates any crossing. |
| One-Sided Behavior at a Vertical Asymptote
[H] |
Test the sign of each factor at an input just to the chosen side of the asymptote; the combined sign decides which way the graph goes. |
| The Value Missing from the Range
[H] |
Solving y = f(x) for x fails at exactly one output, the height of the horizontal asymptote, so that value is missing from the range. |
| Area as a Function of One Variable
[H] |
Use the fencing or perimeter constraint to write the second dimension in terms of the first, then multiply the two dimensions. |
| The Open-Box Volume Model
[H] |
Cutting a square of side x from each corner shortens both base dimensions by twice x and makes x the height. |
| Composing a Geometric Model with Time
[H] |
Substitute the time-dependent radius into the geometric formula to obtain the quantity as a single function of time. |
| Revenue and Profit Models
[H] |
Revenue is price times quantity demanded, and profit subtracts both the per-item cost and the fixed cost from that revenue. |
| Coterminal Angles in Radians
[H] |
Add or subtract whole multiples of 2 pi until the angle lands in the required window. |
| Degree and Radian Conversion Beyond the Special Angles
[H] |
Multiply degrees by pi/180 to get radians, and radians by 180/pi to get degrees. |
| Arc Length from a Degree Measure
[H] |
Arc length is s = r theta with theta in radians, so convert the degree measure first. |
| The Central Angle from an Arc
[H] |
Divide the arc length by the radius to get the central angle in radians. |
| Angular Speed in Radians per Second
[H] |
Angular speed is angle swept per unit time; one revolution is 2 pi radians. |
| Linear Speed on a Rotating Wheel
[H] |
Linear speed is v = r omega: the rim travels the radius times the angle swept. |
| Two Pulleys on One Belt
[H] |
A belt forces equal linear speeds, so r1 omega1 = r2 omega2 and the smaller pulley spins faster. |
| Coordinates of a Terminal Point
[H] |
The terminal point of theta on the unit circle is (cos theta, sin theta), signed by quadrant. |
| Recovering the Angle from a Terminal Point
[H] |
Read the reference angle from the size of the coordinates, then let their signs pick the quadrant. |
| Exact Secant, Cosecant, and Cotangent Values
[H] |
Take the reciprocal of the matching sine, cosine, or tangent value, then rationalize. |
| Locating the Quadrant from Two Signs
[H] |
Two sign conditions pin down one quadrant: all positive in I, sine in II, tangent in III, cosine in IV. |
| Combining Several Exact Values
[H] |
Evaluate each special value with its quadrant sign, then combine like radical terms. |
| Choosing b from a Required Period
[H] |
Period = 2 pi / b, so b = 2 pi divided by the required period. |
| Choosing c from a Required Phase Shift
[H] |
In sin(bx - c) the shift is c/b, so a shift of h needs c = b h. |
| Evaluating a Sinusoid Exactly
[H] |
Substitute, simplify the argument to a special angle, then scale by the amplitude and add the shift. |
| The End of One Full Cycle
[H] |
A cycle runs from argument 0 to argument 2 pi, so it ends at x = (c + 2 pi)/b. |
| Counting Crossings, Peaks, and Intercepts
[H] |
On 0 to 2 pi a sinusoid runs b full cycles, so features repeat b times. |
| A Ferris Wheel Model: Height at a Given Time
[H] |
Evaluate the height model by turning the elapsed time into a fraction of one revolution. |
| When a Model First Reaches an Extreme
[H] |
Maxima and minima alternate every half period, so step half a period from a known extreme. |
| Solving a Sinusoidal Model for a Time
[H] |
Write the depth as M + A cos(2 pi t / P), set it equal to the target, and solve for t. |
| Writing the Equation of a Sinusoidal Model
[H] |
Amplitude is half the range, the midline is the average of the extremes, and b is 2 pi over the period. |
| Asymptotes of a Tangent Graph
[H] |
Tangent is undefined, and its graph has a vertical asymptote, where its argument equals pi/2 plus a multiple of pi. |
| Counting Asymptotes of Secant and Cosecant
[H] |
Secant breaks where cosine is zero and cosecant breaks where sine is zero. |
| x-Intercepts of Tangent and Cotangent Graphs
[H] |
Tangent is zero where sine is zero; cotangent is zero where cosine is zero. |
| The Range Gap of a Cosecant or Secant Graph
[H] |
Since |csc| and |sec| are at least 1, the range is everything except the open interval of width 2|a| about d. |
| Principal Values of arcsin(sin x) and Friends
[H] |
An inverse function returns the angle in its own principal range, which need not be the angle you started with. |
| Compositions with an Inverse Trig Function
[H] |
Let the inverse name an angle, sketch its reference triangle, then read off the requested ratio. |
| Double Angles of an Inverse Trig Value
[H] |
Name the inverse value as an angle, find its sine and cosine, then apply the double-angle formula. |
| Domains and Ranges of the Inverse Trig Functions
[H] |
arcsin and arccos accept inputs in [-1, 1]; their outputs live in [-pi/2, pi/2] and [0, pi]. |
| Complementary Sums of Inverse Values
[H] |
arcsin k + arccos k = pi/2 for every k in [-1, 1], and arctan k + arctan(1/k) = pi/2 for k > 0. |
| Secant from Tangent and Back
[H] |
Dividing sin^2 + cos^2 = 1 by cos^2 gives 1 + tan^2 = sec^2; by sin^2 it gives 1 + cot^2 = csc^2. |
| Simplifying a Trigonometric Fraction
[H] |
Replace a Pythagorean block with its single-function equivalent, then cancel. |
| Cofunction Identities
[H] |
Each function of an angle equals its cofunction of the complement: sin theta = cos(90 degrees - theta). |
| Identity or Conditional Equation?
[H] |
An identity holds for every defined value; a conditional equation holds only at particular angles. |
| Reading a Sum Formula Backwards
[H] |
Recognize the expanded pattern and compress it into one function of the combined angle. |
| Exact Tangent Values by Decomposition
[H] |
Split the angle into two special angles, apply tan(A + B), then rationalize the denominator. |
| The Tangent Double-Angle Formula
[H] |
tan 2 theta = 2 tan theta / (1 - tan^2 theta). |
| Half-Angle Values with Nested Radicals
[H] |
sin(theta/2) = plus or minus sqrt((1 - cos theta)/2), with the sign set by the half angle's quadrant. |
| Power-Reduction Formulas
[H] |
sin^2 theta = (1 - cos 2 theta)/2 and cos^2 theta = (1 + cos 2 theta)/2. |
| The Key Step in Verifying an Identity
[H] |
Verify by transforming one side alone: expand, write everything in sines and cosines, then combine. |
| Multiple-Angle Equations: a Requested Solution
[H] |
Solve for the whole argument bx over its own longer interval, then divide every solution by b. |
| Counting Solutions of a Multiple-Angle Equation
[H] |
Compressing the graph by a factor of b multiplies the number of solutions on a fixed interval by b. |
| Equations Needing a Double-Angle Substitution
[H] |
Rewrite the doubled angle in terms of the single angle, then factor the resulting equation. |
| The General Solution of a Trig Equation
[H] |
Add 2 k pi to each solution on one revolution, except for tangent, which repeats every pi. |
| Solving a Shifted Trig Equation
[H] |
Solve for the shifted argument first, then add the shift back and keep only the solutions in the interval. |
| The Unit Vector in a Given Direction
[H] |
Dividing a vector by its own magnitude produces the unit vector pointing the same way. |
| Component Form from Magnitude and Direction
[H] |
A vector of magnitude m at direction angle theta has components m cos theta and m sin theta. |
| The Magnitude of a Scalar Multiple
[H] |
Scaling a vector by k multiplies its length by the absolute value of k. |
| The Magnitude of a Resultant Force
[H] |
Add the forces component by component, then take the length of the sum. |
| The Direction Angle of a Resultant
[H] |
Add the forces first, then read the direction angle of the sum from its components. |
| The Equilibrant of a Force System
[H] |
The equilibrant is the opposite of the resultant, so it has the same magnitude and reversed components. |
| Components from a Compass Bearing
[H] |
A bearing is measured clockwise from north, so the east component uses sine and the north component uses cosine. |
| Ground Speed and Wind in Navigation
[H] |
Ground velocity is air velocity plus wind velocity, and ground speed is the magnitude of that sum. |
| The Exact Angle Between Two Vectors
[H] |
Compute the cosine from the dot product and the magnitudes, then name the angle it belongs to. |
| The Magnitude of a Sum from the Dot Product
[H] |
Expanding |u + v|^2 as |u|^2 + 2(u dot v) + |v|^2 links lengths to the dot product. |
| The Scalar Projection onto a Vector
[H] |
The scalar projection of u onto v is the dot product divided by the length of v. |
| The Vector Projection and the Orthogonal Part
[H] |
The vector projection scales v by (u dot v) over the square of the length of v. |
| Weight Components on a Ramp
[H] |
On a ramp inclined theta, weight splits into w sin theta along the ramp and w cos theta into it. |
| Writing a Vector as a Combination of Two Others
[H] |
Matching components in a u + b v = w produces a two-by-two system for the coefficients. |
| Rectangular to Polar: the Angle
[H] |
The polar angle comes from the reference angle of |y/x| placed in the quadrant of the point. |
| Equivalent Polar Representations of a Point
[H] |
Adding 180 degrees to the angle reverses the sign of the radius, and adding 360 degrees changes nothing. |
| Where a Polar Curve Passes Through the Pole
[H] |
Set r equal to zero and solve the resulting trigonometric equation for theta. |
| Classifying a Limacon by the Ratio a/b
[H] |
For r = a plus or minus b times a cosine, the ratio a/b decides inner loop, cardioid, dimpled, or convex. |
| Counting the Petals of a Rose Curve
[H] |
A rose r = a cos(n theta) has n petals when n is odd and 2n petals when n is even. |
| Greatest and Least Distance from the Pole
[H] |
Since a sine or cosine ranges from -1 to 1, r = a plus or minus b trig ranges from a - b to a + b. |
| The Distance Between Two Polar Points
[H] |
Two radii and the angle between them form a triangle, so the law of cosines gives the distance. |
| The Argument of a Complex Number
[H] |
The argument is the direction angle of a + bi, found from the reference angle and the quadrant. |
| Trigonometric Form of a Complex Number
[H] |
Trigonometric form writes z as r(cos theta + i sin theta) with r the modulus and theta the argument. |
| Products in Trigonometric Form
[H] |
Multiplying complex numbers in trigonometric form multiplies the moduli and adds the arguments. |
| Quotients in Trigonometric Form
[H] |
Dividing complex numbers in trigonometric form divides the moduli and subtracts the arguments. |
| De Moivre's Theorem: Powers in Trigonometric Form
[H] |
Raising r(cos theta + i sin theta) to the nth power raises the modulus to the nth power and multiplies the argument by n. |
| De Moivre's Theorem in Rectangular Form
[H] |
Convert to trigonometric form, apply De Moivre, then convert the power back to a + bi. |
| The nth Roots of a Complex Number
[H] |
The n roots share the modulus r to the power 1/n and their arguments start at theta/n and step by 360/n degrees. |
| Eliminating the Parameter: Hyperbolas
[H] |
Secant and tangent parametrizations collapse to a hyperbola through sec squared minus tan squared equals one. |
| The Range of a Coordinate on a Parametric Path
[H] |
Because sine and cosine stay between -1 and 1, a coordinate a cos t + h stays between h - a and h + a. |
| Initial Velocity Components of a Projectile
[H] |
A launch speed v at angle theta splits into a horizontal v cos theta and a vertical v sin theta. |
| The Time of Flight of a Projectile
[H] |
Setting the height equation equal to zero and solving for t gives the moment the projectile lands. |
| The Horizontal Range of a Projectile
[H] |
The range is the horizontal velocity multiplied by the total time of flight. |
| The Height at a Given Horizontal Distance
[H] |
Solve the horizontal equation for the time at that distance, then substitute into the height equation. |
| Where a Parametric Path Crosses an Axis
[H] |
A path meets the y-axis where x(t) = 0 and the x-axis where y(t) = 0, so solve that equation for t first. |
| The Inverse of a 2x2 Matrix
[H] |
The inverse of [[a, b], [c, d]] swaps a and d, negates b and c, and divides everything by the determinant. |
| Singular Matrices: When No Inverse Exists
[H] |
A square matrix has an inverse exactly when its determinant is nonzero. |
| The 3x3 Determinant
[H] |
Expand along a row using cofactors: each entry multiplies the 2x2 determinant left after deleting its row and column. |
| Cramer's Rule for a 2x2 System
[H] |
Each variable equals the determinant of the coefficient matrix with that column replaced by the constants, divided by the determinant. |
| Cramer's Rule in a 3x3 System
[H] |
One variable of a three-variable system is a ratio of two 3x3 determinants. |
| Solving a Matrix Equation with an Inverse
[H] |
Multiplying both sides of A X = B by the inverse of A on the left isolates X. |
| The Dimensions of a Matrix Product
[H] |
A product AB exists only when the columns of A match the rows of B, and it has the rows of A and the columns of B. |
| Multiplying Matrices Beyond 2x2
[H] |
The entry in row i and column j of a product is the dot product of row i of the left matrix with column j of the right. |
| Back-Substitution from Row-Echelon Form
[H] |
Row-echelon form solves the last variable immediately, and each earlier row then yields one more. |