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Learn advanced trigonometry and core concepts in probability and statistics. Encounter objects from higher math including complex numbers, vectors, and matrices.



Rational Functions

Advanced Trigonometry

Conic Sections

Parametric and Polar Curves

Complex Numbers

Vectors and Matrices



Sequences and Series
18 topics
1.1. Arithmetic Series
1.1.1. Sigma Notation
1.1.2. Properties of Finite Series
1.1.3. Expressing an Arithmetic Series in Sigma Notation
1.1.4. Finding the Sum of an Arithmetic Series
1.1.5. Finding the First Term of an Arithmetic Series
1.1.6. Calculating the Number of Terms in an Arithmetic Series
1.1.7. Modeling With Arithmetic Series
1.2. Finite Geometric Series
1.2.1. The Sum of a Finite Geometric Series
1.2.2. The Sum of the First N Terms of a Geometric Series
1.2.3. Writing Geometric Series in Sigma Notation
1.2.4. Finding the Sum of a Geometric Series Given in Sigma Notation
1.2.5. Solving Geometric Series Problems Using Exponential Equations and Inequalities
1.2.6. Modeling With Geometric Series
1.2.7. Modeling Financial Problems Using Geometric Series
1.3. The Binomial Theorem
1.3.1. Pascal's Triangle and the Binomial Coefficients
1.3.2. Expanding a Binomial Using Binomial Coefficients
1.3.3. The Special Case of the Binomial Theorem
1.3.4. Approximating Values Using the Binomial Theorem
Rational Functions
16 topics
2.4. Rational Expressions and Equations
2.4.1. Closure Properties of Polynomials
2.4.2. Closure Properties of Rational Expressions
2.4.3. Rational Equations With Three Terms
2.4.4. Advanced Rational Equations
2.4.5. Further Advanced Rational Equations
2.5. Rational Functions
2.5.1. Roots of Rational Functions
2.5.2. Vertical Asymptotes of Rational Functions
2.5.3. Locating Holes in Rational Functions
2.5.4. Horizontal Asymptotes of Rational Functions
2.5.5. End Behavior of Rational Functions
2.5.6. Infinite Limits of Rational Functions
2.5.7. Infinite Limits of Rational Functions: Advanced Cases
2.5.8. The Domain and Range of a Rational Function
2.5.9. Identifying a Rational Function From a Graph
2.5.10. Identifying a Rational Function From a Graph Containing Holes
2.5.11. Identifying the Graph of a Rational Function
18 topics
3.6. Quadratic Inequalities
3.6.1. Solving Elementary Quadratic Inequalities
3.6.2. Solving Quadratic Inequalities From Graphs
3.6.3. Solving Quadratic Inequalities Using the Graphical Method
3.6.4. Solving Quadratic Inequalities Using the Sign Table Method
3.6.5. Solving Discriminant Problems Using Quadratic Inequalities
3.7. Polynomial Inequalities
3.7.1. Inequalities Involving Powers of Binomials
3.7.2. Solving Polynomial Inequalities Using a Graphical Method
3.7.3. Solving Polynomial Inequalities Using Special Factoring Techniques and the Graphical Method
3.7.4. Solving Polynomial Inequalities Using the Sign Table Method
3.8. Rational Inequalities
3.8.1. Solving Rational Inequalities
3.8.2. Further Solving of Rational Inequalities
3.9. Non-Polynomial Inequalities
3.9.1. Solving Inequalities Involving Radical Functions
3.9.2. Solving Inequalities Involving Exponential Functions
3.9.3. Solving Inequalities Involving Logarithmic Functions
3.9.4. Solving Inequalities Involving Exponential Functions and Polynomials
3.9.5. Solving Inequalities Involving Positive and Negative Factors
3.9.6. Solving Two-Variable Nonlinear Inequalities
3.9.7. Further Solving of Two-Variable Nonlinear Inequalities
42 topics
4.10. The Inverse Trigonometric Functions
4.10.1. Graphing the Inverse Sine Function
4.10.2. Graphing the Inverse Cosine Function
4.10.3. Graphing the Inverse Tangent Function
4.10.4. Evaluating Expressions Containing Inverse Trigonometric Functions
4.10.5. Further Evaluating Expressions Containing Inverse Trigonometric Functions
4.11. Trigonometric Identities
4.11.1. Simplifying Expressions Using Basic Trigonometric Identities
4.11.2. Simplifying Expressions Using the Pythagorean Identity
4.11.3. Alternate Forms of the Pythagorean Identity
4.11.4. Simplifying Expressions Using the Secant-Tangent Identity
4.11.5. Alternate Forms of the Secant-Tangent Identity
4.11.6. Simplifying Trigonometric Expressions Using the Cotangent-Cosecant Identity
4.11.7. Simplifying Trigonometric Expressions Using Cofunction Identities
4.12. The Sum and Difference Formulas
4.12.1. The Sum and Difference Formulas for Sine
4.12.2. The Sum and Difference Formulas for Cosine
4.12.3. The Sum and Difference Formulas for Tangent
4.12.4. Calculating Trigonometric Ratios Using the Sum Formula for Sine
4.12.5. Calculating Trigonometric Ratios Using the Sum Formula for Cosine
4.12.6. Calculating Trigonometric Ratios Using the Sum Formula for Tangent
4.12.7. Writing Sums of Trigonometric Functions in Amplitude-Phase Form
4.13. The Double-Angle Formulas
4.13.1. The Double-Angle Formula for Sine
4.13.2. Verifying Trigonometric Identities Using the Double-Angle Formula for Sine
4.13.3. Using the Double-Angle Formula for Sine With the Pythagorean Theorem
4.13.4. The Double-Angle Formula for Cosine
4.13.5. Verifying Trigonometric Identities Using the Double-Angle Formulas for Cosine
4.13.6. Finding Exact Values of Trigonometric Expressions Using the Double-Angle Formulas for Cosine
4.13.7. Simplifying Expressions Using the Double-Angle Formula for Tangent
4.13.8. Verifying Trigonometric Identities Using the Double-Angle Formula for Tangent
4.14. Elementary Trigonometric Equations
4.14.1. Elementary Trigonometric Equations Containing Sine
4.14.2. Elementary Trigonometric Equations Containing Cosine
4.14.3. Elementary Trigonometric Equations Containing Tangent
4.14.4. Elementary Trigonometric Equations Containing Secant
4.14.5. Elementary Trigonometric Equations Containing Cosecant
4.14.6. Elementary Trigonometric Equations Containing Cotangent
4.14.7. General Solutions of Elementary Trigonometric Equations
4.15. Trigonometric Equations Containing Transformed Functions
4.15.1. General Solutions of Trigonometric Equations With Transformed Functions
4.15.2. Trigonometric Equations Containing Transformed Sine Functions
4.15.3. Trigonometric Equations Containing Transformed Cosine Functions
4.15.4. Trigonometric Equations Containing Transformed Tangent Functions
4.16. Advanced Trigonometric Equations
4.16.1. Solving Trigonometric Equations Using the Sin-Cos-Tan Identity
4.16.2. Solving Trigonometric Equations Using the Zero-Product Property
4.16.3. Quadratic Trigonometric Equations Containing Sine or Cosine
4.16.4. Quadratic Trigonometric Equations Containing Tangent or Cotangent
29 topics
5.17. Introduction to Vectors
5.17.1. Introduction to Vectors
5.17.2. The Triangle Law for the Addition of Two Vectors
5.17.3. Calculating the Magnitude of a Vector From Given Information
5.17.4. Problem Solving Using Vector Diagrams
5.17.5. Parallel Vectors
5.17.6. Unit Vectors
5.17.7. Linear Combinations of Vectors and Their Properties
5.17.8. Describing the Position Vector of a Point Using Known Vectors
5.18. Vectors in 2D Cartesian Coordinates
5.18.1. Two-Dimensional Vectors Expressed in Component Form
5.18.2. Addition and Scalar Multiplication of Cartesian Vectors in 2D
5.18.3. Calculating the Magnitude of Cartesian Vectors in 2D
5.18.4. Calculating the Direction of Cartesian Vectors in 2D
5.18.5. Calculating the Components of Cartesian Vectors in 2D
5.18.6. Velocity and Acceleration for Plane Motion
5.18.7. Calculating Displacement for Plane Motion
5.19. Vectors in 3D Cartesian Coordinates
5.19.1. Three-Dimensional Vectors in Component Form
5.19.2. Addition and Scalar Multiplication of Cartesian Vectors in 3D
5.19.3. Calculating the Magnitude of Cartesian Vectors in 3D
5.20. The Dot Product
5.20.1. Calculating the Dot Product Using Angle and Magnitude
5.20.2. Calculating the Dot Product Using Components
5.20.3. The Angle Between Two Vectors
5.20.4. Calculating a Scalar Projection
5.20.5. Calculating a Vector Projection
5.21. The Cross Product
5.21.1. Calculating the Cross Product of Two Vectors Using the Definition
5.21.2. Calculating the Cross Product Using Determinants
5.21.3. Finding Areas Using the Cross Product
5.21.4. The Scalar Triple Product
5.21.5. Volumes of Parallelepipeds
5.21.6. Finding Volumes of Tetrahedrons and Pyramids Using Vector Products
37 topics
6.22. Introduction to Matrices
6.22.1. Introduction to Matrices
6.22.2. Index Notation for Matrices
6.22.3. Adding and Subtracting Matrices
6.22.4. Properties of Matrix Addition
6.22.5. Scalar Multiplication of Matrices
6.22.6. Zero, Square, Diagonal and Identity Matrices
6.22.7. The Transpose of a Matrix
6.23. Matrix Multiplication
6.23.1. Multiplying a Matrix by a Column Vector
6.23.2. Multiplying Square Matrices
6.23.3. Conformability for Matrix Multiplication
6.23.4. Multiplying Matrices
6.23.5. Powers of Matrices
6.23.6. Multiplying a Matrix by the Identity Matrix
6.23.7. Properties of Matrix Multiplication
6.23.8. Representing 2x2 Systems of Equations Using a Matrix Product
6.23.9. Representing 3x3 Systems of Equations Using a Matrix Product
6.24. Determinants
6.24.1. The Determinant of a 2x2 Matrix
6.24.2. The Geometric Interpretation of the 2x2 Determinant
6.24.3. The Minors of a 3x3 Matrix
6.24.4. The Determinant of a 3x3 Matrix
6.25. The Inverse of a Matrix
6.25.1. Introduction to the Inverse of a Matrix
6.25.2. Inverses of 2x2 Matrices
6.25.3. Calculating the Inverse of a 3x3 Matrix Using the Cofactor Method
6.25.4. Solving 2x2 Systems of Equations Using Inverse Matrices
6.25.5. Solving 3x3 Systems of Equations Using Inverse Matrices
6.26. Linear Transformations
6.26.1. Introduction to Linear Transformations
6.26.2. The Standard Matrix of a Linear Transformation
6.26.3. Linear Transformations of Points and Lines in the Plane
6.26.4. Linear Transformations of Objects in the Plane
6.26.5. Dilations and Reflections as Linear Transformations
6.26.6. Shear and Stretch as Linear Transformations
6.26.7. Right-Angle Rotations as Linear Transformations
6.26.8. Rotations as Linear Transformations
6.26.9. Combining Linear Transformations Using 2x2 Matrices
6.26.10. Inverting Linear Transformations
6.26.11. Area Scale Factors of Linear Transformations
6.26.12. Singular Linear Transformations in the Plane
Conic Sections
20 topics
7.27. Ellipses as Conic Sections
7.27.1. Introduction to Ellipses
7.27.2. Equations of Ellipses Centered at the Origin
7.27.3. Equations of Ellipses Centered at a General Point
7.27.4. Finding the Center and Axes of Ellipses by Completing the Square
7.27.5. Finding Intercepts of Ellipses
7.27.6. Finding Intersections of Ellipses and Lines
7.27.7. Foci of Ellipses
7.27.8. Vertices and Eccentricity of Ellipses
7.27.9. Directrices of Ellipses
7.27.10. The Area of an Ellipse
7.28. Hyperbolas as Conic Sections
7.28.1. Equations of Hyperbolas Centered at the Origin
7.28.2. Equations of Hyperbolas Centered at a General Point
7.28.3. Asymptotes of Hyperbolas Centered at the Origin
7.28.4. Asymptotes of Hyperbolas Centered at a General Point
7.28.5. Finding Intercepts and Intersections of Hyperbolas
7.28.6. Transverse Axes of Hyperbolas
7.28.7. Conjugate Axes of Hyperbolas
7.28.8. Foci of Hyperbolas
7.28.9. Eccentricity and Vertices of Hyperbolas
7.28.10. Directrices of Hyperbolas
Parametric Equations
10 topics
8.29. Parametric Equations
8.29.1. Graphing Curves Defined Parametrically
8.29.2. Cartesian Equations of Parametric Curves
8.29.3. Finding Intercepts of Curves Defined Parametrically
8.29.4. Finding Intersections of Parametric Curves and Lines
8.29.5. Parametric Equations of Circles
8.29.6. Parametric Equations of Ellipses
8.29.7. Parametric Equations of Parabolas
8.29.8. Parametric Equations of Parabolas Centered at (h,k)
8.29.9. Parametric Equations of Horizontal Hyperbolas
8.29.10. Parametric Equations of Vertical Hyperbolas
Polar Equations
6 topics
9.30. Polar Coordinates
9.30.1. Introduction to Polar Coordinates
9.30.2. Converting from Polar Coordinates to Cartesian Coordinates
9.30.3. Polar Equations of Circles Centered at the Origin
9.30.4. Polar Equations of Radial Lines
9.30.5. Polar Equations of Circles Centered on the Coordinate Axes
9.30.6. Finding Intersections of Polar Curves
Complex Numbers
28 topics
10.31. The Complex Plane
10.31.1. The Complex Plane
10.31.2. The Magnitude of a Complex Number
10.31.3. The Argument of a Complex Number
10.31.4. Arithmetic in the Complex Plane
10.31.5. Geometry in the Complex Plane
10.32. Further Complex Numbers
10.32.1. The Complex Conjugate
10.32.2. Special Properties of the Complex Conjugate
10.32.3. The Complex Conjugate and the Roots of a Quadratic Equation
10.32.4. Dividing Complex Numbers
10.32.5. Solving Equations by Equating Real and Imaginary Parts
10.32.6. Extending Polynomial Identities to the Complex Numbers
10.33. Complex Numbers in Polar Form
10.33.1. The Polar Form of a Complex Number
10.33.2. Products of Complex Numbers Expressed in Polar Form
10.33.3. Quotients of Complex Numbers Expressed in Polar Form
10.33.4. The CIS Notation
10.34. De Moivre's Theorem
10.34.1. De Moivre's Theorem
10.34.2. Finding Powers of Complex Numbers Using De Moivre's Theorem
10.34.3. The Power-Reducing Formulas for Sine and Cosine
10.34.4. Euler's Formula
10.34.5. Roots of Unity
10.34.6. Properties of Roots of Unity
10.34.7. Square Roots of Complex Numbers
10.34.8. Higher Roots of Complex Numbers
10.35. The Fundamental Theorem of Algebra
10.35.1. The Fundamental Theorem of Algebra for Quadratic Equations
10.35.2. The Fundamental Theorem of Algebra with Cubic Equations
10.35.3. Solving Cubic Equations With Complex Roots
10.35.4. The Fundamental Theorem of Algebra with Quartic Equations
10.35.5. Solving Quartic Equations With Complex Roots
Probability & Combinatorics
42 topics
11.36. Introduction to Probability
11.36.1. Probability From Experimental Data
11.36.2. Sample Spaces and Events in Probability
11.36.3. Single Events in Probability
11.36.4. The Complement of an Event
11.36.5. Introduction to Sets
11.36.6. The Union of Sets
11.36.7. The Intersection of Sets
11.36.8. Venn Diagrams in Probability
11.36.9. Geometric Probability
11.37. Compound Events in Probability
11.37.1. Compound Events in Probability From Experimental Data
11.37.2. Computing Probabilities for Compound Events Using Venn Diagrams
11.37.3. Computing Probabilities for Three Events Using Venn Diagrams
11.37.4. The Addition Law of Probability
11.37.5. Mutually Exclusive Events
11.38. Conditional Probability
11.38.1. Conditional Probabilities From Venn Diagrams
11.38.2. Conditional Probabilities From Tables
11.38.3. The Multiplication Law for Conditional Probability
11.38.4. The Law of Total Probability
11.38.5. Tree Diagrams for Dependent Events
11.38.6. Tree Diagrams for Dependent Events: Applications
11.38.7. Independent Events
11.38.8. Tree Diagrams for Independent Events
11.39. Discrete Random Variables
11.39.1. Probability Mass Functions of Discrete Random Variables
11.39.2. Cumulative Distribution Functions for Discrete Random Variables
11.39.3. Expected Values of Discrete Random Variables
11.39.4. The Binomial Distribution
11.39.5. Modeling With the Binomial Distribution
11.39.6. The Geometric Distribution
11.39.7. Modeling With the Geometric Distribution
11.40. The Normal Distribution
11.40.1. The Standard Normal Distribution
11.40.2. The Normal Distribution
11.40.3. Mean and Variance of the Normal Distribution
11.40.4. Percentage Points of the Standard Normal Distribution
11.40.5. Modeling With the Normal Distribution
11.40.6. The Empirical Rule for the Normal Distribution
11.41. Combinatorics
11.41.1. The Rule of Sum and the Rule of Product
11.41.2. Factorials
11.41.3. Factorials in Variable Expressions
11.41.4. Ordering Objects
11.41.5. Permutations
11.41.6. Combinations
11.41.7. Computing Probabilities Using Combinatorics
18 topics
12.42. Analyzing Data
12.42.1. Sampling
12.42.2. The Mean of a Data Set
12.42.3. Variance and Standard Deviation
12.42.4. Covariance
12.42.5. The Z-Score
12.43. Correlation
12.43.1. Scatter Plots
12.43.2. Trend Lines
12.43.3. Making Predictions Using Trend Lines
12.43.4. Interpreting Coefficients of Trend Lines
12.43.5. Linear Correlation
12.43.6. Residuals and Residual Plots
12.43.7. The Linear Correlation Coefficient
12.43.8. Correlation vs. Causation
12.44. Regression
12.44.1. Selecting a Regression Model
12.44.2. Linear Regression
12.44.3. Quadratic Regression
12.44.4. Semi-Log Scatter Plots
12.44.5. Exponential Regression