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Outline
Linear Algebra for Machine Learning
Introduction to Vectors
Introduction to Matrices
Linear Algebra for Machine Learning
Author:
Vikash Srivastava
Topic:
Algebra
Table of Contents
Introduction to Vectors
Introduction to Linear Algebra
What is a vector ?
Introduction to Vectors
Scaling Vectors
Vector Addition
Adding Vectors Geometrically
Vector Subtraction
Dot Product Insight
Vector Projections
Orthogonality Illustrated
Cross Product Insight
Vector Norms
Introduction to Matrices
Theory of Matrices
Determinant of a matrix
Inverse of a matrix
Eigenvalues & Eigenvectors
Next
Introduction to Linear Algebra
New Resources
Quiz: Finding Average Rate of Change
Kopie von parabel - parabol
Construct a Conic
Variation Theory Parallelogram Proofs
alg2_05_05_01_applet_exp_flvs
Discover Resources
Pythagorean Theorem Proof Puzzle
Symmetry of the Cosine Curve
Swapping surfaces in Stokes' Theorem
Квадрат
Vertex on Parabolic Path
Discover Topics
Interest Calculation
Ratios
Secant Line or Secant
Constructions
Pyramid