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Outline
Linear Algebra for Machine Learning
Introduction to Vectors
Introduction to Matrices
Linear Algebra for Machine Learning
Author:
Krishna Sainath Tulluri
,
Vikash Srivastava
Topic:
Algebra
Linear Algebra for Machine Learning
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
Conchoids of Nicomedes
Rolle's Theorem
Example of using color palette
bewijs stelling van Pythagoras
גיליון אלקטרוני להעלאת נתוני בעיה ויצירת גרף בהתאם
Discover Resources
Complex Cube Roots of 8
MAT3501
Sibley Theorem 3.2.7 -- Illustration
opp. interior angles of cyclic quadrilateral
Drawing the Line
Discover Topics
Angles
Pie Chart or Circle Chart
Percentages
Pythagoras or Pythagorean Theorem
Exponent
