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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
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The Cosine Formula - Proof Without Words
Discover Resources
Practical graphs using y = mx + c
Parallelogram Properties 2
Lower and Upper Sum of Function
Tangent to a Circle
Convex and concave curvature
Discover Topics
Rhombus
Real Numbers
LCM and GCD
Cube
Differential Equation
