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Advanced Algebra
Vectors and Matrices

Vectors and Matrices

Point the way with vectors — then let matrices move the whole plane at once.
17 levels 99 lessons ~11 hours Intermediate Taught by Newton 0 of 99 complete
THE SYLLABUS
I
Vectors

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Vectors
Start
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Vector Addition
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Drawing Vectors
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Component-Wise Addition
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Level Review
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II
Level 2

Vectors

🔒 5 lessons
🔒 Arrows with length and direction — add them tip-to-tail and see why order never matters.
III
Level 3

Vector Subtraction

🔒 5 lessons
🔒 Flip a vector to subtract it — the arrow that connects any two points.
IV
Level 4

Linear Combinations

🔒 8 lessons
🔒 Stretch and combine vectors to reach any point in the plane.
V
Level 5

Magnitude and Direction

🔒 6 lessons
🔒 Measure a vector: its length from the Pythagorean theorem, its direction from an angle.
VI
Level 6

Components from Angles

🔒 4 lessons
🔒 Turn an angle and a length into exact x- and y-components with sine and cosine.
VII
Level 7

Combining Velocities

🔒 6 lessons
🔒 Planes in crosswinds and boats on rivers — add real velocities like a navigator.
VIII
Level 8

Unit Vector Dot Products

🔒 6 lessons
🔒 Meet the dot product on unit vectors — the number that says how aligned two directions are.
IX
Level 9

General Dot Products

🔒 7 lessons
🔒 The full dot product: lengths, angles, and the test for perpendicular vectors.
X
Level 10

Vectors from Combinations

🔒 4 lessons
🔒 Work backwards — find the combination of building blocks that produces a given vector.
Level 11

Transforming Vectors

🔒 7 lessons
🔒 Transform vectors with rules — and discover the special rules that keep lines straight.
Level 12

Matrices

🔒 8 lessons
🔒 A matrix is a machine that moves every vector at once — read it by where it sends the basis.
Level 13

Matrix Operations

🔒 5 lessons
🔒 Add, subtract, and scale matrices — arithmetic on whole transformations.
Level 14

Matrix Multiplication

🔒 5 lessons
🔒 Multiply matrices row-by-column and see why the order of multiplication matters.
Level 15

Matrix Composition

🔒 5 lessons
🔒 Chain transformations together — one matrix that does two jobs at once.
Level 16

Determinants

🔒 7 lessons
🔒 The determinant: the single number that measures how a matrix stretches area.
Level 17

Inverse Matrices

🔒 6 lessons
🔒 Undo a transformation — build the inverse matrix and see when none exists.
Level 18

Systems of Equations

🔒 5 lessons
🔒 Solve whole systems of equations in one stroke with matrices and inverses.