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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
רישום חופשי
Making New Year's resolutions for 2026
Circle Passing Through 3 Points
Shells
Pitfalls of Disk/Washer Method
Discover Resources
Completing the square
Triangle H.A.T.
GDS 3G Elvin 3D
curvas3
Transforming graphs f(x+a)
Discover Topics
Geometric Distribution
Kite
Binomial Distribution
Multiplication
Real Numbers
