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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
Basic Percent Exercises (V2)
Flip A Bunch of Coins
Flip 4 Coins
Experiments with Transformations in the Plane
bewijs stelling van Pythagoras
Discover Resources
volume - surface area
Volume de uma pirâmide
Practice Graphing Sinusoidal Functions
Polynomial (x+1)(x+1)(2x-6)
Intersecting lines Andrew Reddish
Discover Topics
Rhombus
Perimeter
Unit Circle
Hypothesis Testing
Arithmetic
