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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
The Gardener's Circle
Graph of Slopes of Tangent Lines
Row and Column Views of Systems of Linear Equations
Regular Star Polygons
The Gardener's Ellipse
Discover Resources
string art libre.
Inv 1.4 Figure 1 - Properties of Transformations
Isosceles Triangle
L4_01
Trapezoid geogebra 3.16
Discover Topics
Centroid or Barycenter
Perimeter
Vectors 3D (Three-Dimensional)
Plane Figures or Shapes
Right Triangles
