Linear Algebra curriculum & tutors

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A proof-aware linear algebra path covering systems, matrices, vector spaces, transformations, orthogonality, eigenvalues, and applications.

8 public curriculum units1 tutor availableAlways Free
College bridge / first-year undergraduate

Linear Algebra curriculum

A proof-aware linear algebra path covering systems, matrices, vector spaces, transformations, orthogonality, eigenvalues, and applications.

Pacing
8 units, 20-30 weeks self-paced
Units
8 unit sequence
Practice
640 checked answers
Support
Self-paced or tutor-guided
Outcomes
  • Solve linear systems and explain the geometry behind the computation.
  • Use matrix, vector-space, and transformation language precisely.
  • Connect eigenvectors, orthogonality, and least squares to real modeling problems.

Video companion links

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Unit sequence

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  1. 01

    Vectors and linear systems

    • Represent systems as equations, vector combinations, and augmented matrices.
    • Interpret span and solution sets geometrically.

    Practice: Solve a three-equation system and describe the solution as a point, line, plane, or empty set.

  2. 02

    Matrices and elimination

    • Use row operations, echelon form, pivots, rank, and LU factorization.
    • Detect inconsistent and dependent systems.

    Practice: Reduce a matrix by hand, identify pivot columns, and state rank and free variables.

  3. 03

    Vector spaces and subspaces

    • Use subspace tests for column spaces, null spaces, and spans.
    • Move between set notation, equations, and bases.

    Practice: Determine whether three proposed sets are subspaces and justify each conclusion.

  4. 04

    Independence, basis, and dimension

    • Test linear independence and construct bases.
    • Use dimension to reason about coordinates and redundancy.

    Practice: Find bases for the column space and null space of one matrix and explain the dimensions.

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