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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
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Parallelogram Linkage
Tangent Vector (2)
Parallel Line Image Maker
Sine and Cosine on the Unit Circle
Discover Resources
Direct Variation
Unite 4 performance task
Unit 4 Triangle Congruence Theorems
test
Discover Topics
Boxplot
Unit Circle
Division
Arithmetic Mean
Arithmetic Operations
