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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
Domain of f(x,y)
Focus and Directrix
Regular Polygons and Equivalent Triangles
Untitled
The Gardener's Circle
Discover Resources
Pythagoras theorem (expanded)
Triangular Prism
reflections and rotations - geogebra
Comparing Integers
ΑΝΑΛΥΣΗ-ΑΛΓΕΒΡΑ
Discover Topics
Congruence
Kite
Planes
Linear Programming or Linear Optimization
Confidence Interval
