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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
Squaring a Rectangle (PST Version)
Odd Function Explorer
Segment Addition Postulate (Mild Questions)
Writing and Graphing Proportional Relationships (k>0)
Linear Equation Graphs: Thin Slice
Discover Resources
Equilateral triangle
Napoleon's Theorem - Defining Hypotheses and Thesis
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ckat path
Slope
Discover Topics
Expected Value
Pie Chart or Circle Chart
Correlation
Calculus
Secant Line or Secant
