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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
Chaotic behaviour
Periodic Functions
Flag in the wind
aperiodic monotile construction_step by step
Rings of circles
Discover Resources
Investigation into right-angled triangles - Task 2
The most efficient can of vegetables
Cauchy MVT
Linear Transformations from Geometry Q2
Perpendicular and Angle Bisector
Discover Topics
Geometric Distribution
Arithmetic Mean
Reflection
Complex Numbers
Perimeter