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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
Parabolas, Lines and Nomograms
Pythagorean Theorem: Quick Illustrator
bewijs stelling van Pythagoras
အခြေခံ data အခေါ်အဝေါ်များ
What Do You See?
Discover Resources
The Difference Quotient (cubic)
U-Substitution Viewed as a Transformation
Cartesian Plane
broken rotation
In-circle of triangle
Discover Topics
Integral Calculus
Volume
Statistics
Rational Numbers
Subtraction
