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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
Mandelbrot 2
Segment Addition Postulate (Mild Questions)
End Behavior of Polynomial Functions
Building Algebra Tile Models for Trinomials
Rotating Custom Polygons Around an Axis
Discover Resources
Jajargenjang
Pythagorean Theorem
צור משולש דומה 7
Martin Ressaar
Untitled
Discover Topics
Pyramid
Geometric Transformations
Triangles
Surface
Functions