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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
Slope Illustrator (2)
Midpoint Theorem Questions: Mild
Pythagorean Theorem: Extension Exercises
Odd Function Explorer
Graphing Basic and Compound Inequalities
Discover Resources
Bisecting a line
sum of interior angles of polygons
Parallel Lines by Congruent Circles
mean
Normal Probability Plot 1
Discover Topics
Conditional Probability
Trigonometry
Linear Programming or Linear Optimization
Interest Calculation
Tangent Line or Tangent
