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  1. Community questions. Learn linear algebra—vectors, matrices, transformations, and more.

  2. Learn the basics of vectors and spaces in linear algebra, such as vector operations, linear combinations, spans, subspaces, bases, dot and cross products, and matrices. Explore examples, practice problems, and proofs with interactive exercises and videos.

    • Two-variable linear equations intro. Solutions to 2-variable equations. Worked example: solutions to 2-variable equations.
    • x-intercepts and y-intercepts. Intro to intercepts. x-intercept of a line. Intercepts from an equation. (Opens a modal) Intercepts from a table.
    • Slope. Intro to slope. Positive & negative slope. Worked example: slope from graph. (Opens a modal) Worked example: slope from two points.
    • Horizontal & vertical lines. Slope of a horizontal line. Practice.
  3. However, Linear algebra is the branch of mathematics concerning vector spaces and linear mappings between such spaces. It includes the study of lines, planes, and subspaces, but is also concerned with properties common to all vector spaces.

    • 6 min
    • Sal Khan
    • Introduction to algebra. Overview and history of algebra: Introduction to algebra Introduction to variables: Introduction to algebra Substitution and evaluating expressions: Introduction to algebra Evaluating expressions word problems: Introduction to algebra Writing algebraic expressions introduction: Introduction to algebra Introduction to equivalent algebraic expressions: Introduction to algebra Dependent & independent variables: Introduction to algebra.
    • Solving basic equations & inequalities (one variable, linear) Algebraic equations basics: Solving basic equations & inequalities (one variable, linear)Why we do the same thing to both sides of an equation: Solving basic equations & inequalities (one variable, linear)One-step addition & subtraction equations: Solving basic equations & inequalities (one variable, linear)One-step multiplication & division equations: Solving basic equations & inequalities (one variable, linear)Two-steps equations intro: Solving basic equations & inequalities (one variable, linear)Two-step equation word problems: Solving basic equations & inequalities (one variable, linear)Linear equations with variables on both sides: Solving basic equations & inequalities (one variable, linear)Linear equations with parentheses: Solving basic equations & inequalities (one variable, linear)
    • Linear equations, functions, & graphs. Two-variable linear equations intro: Linear equations, functions, & graphs x-intercepts and y-intercepts: Linear equations, functions, & graphs Slope: Linear equations, functions, & graphs Horizontal & vertical lines: Linear equations, functions, & graphs Intro to slope-intercept form: Linear equations, functions, & graphs Graphing slope-intercept equations: Linear equations, functions, & graphs Writing slope-intercept equations: Linear equations, functions, & graphs.
    • Sequences. Introduction to arithmetic sequences: Sequences Constructing arithmetic sequences: Sequences Introduction to geometric sequences: Sequences.
  4. Learn about linear subspaces of Rn, their definition, properties and examples. Watch the video and read the questions and answers from other learners on Khan Academy.

    • 23 min
    • Sal Khan
  5. Learn about matrices, their operations, inverses, determinants, and applications in this unit of algebra. Practice with exercises, videos, and articles on Khan Academy.