Home About

Tags

MachineLearning (26) LinearAlgebra (16) GameDesign (12) ComputerScience (11) SoftwareEngineering (11) LargeLanguageModels (9) AudioEngineering (7) DiscreteMath (6) AutomatedTesting (6) Roblox (5) Zettelkasten (5) AgenticReasoning (4) More

Notes by Lex Toumbourou

Mathematics for Machine Learning

Sep 12, 2021 reference/moocs

Notes from Coursera's Mathematics for Machine Learning: Linear Algebra by Imperial College London

Contents

  • Introduction to Linear Algebra and to Mathematics for Machine Learning
  • Week 2 - Vectors are objects that move around space
  • Week 3 - Matrices in Linear Algebra: Objects that operate on Vectors
  • Week 4 - Matrices make linear mappings
  • Week 5 - What are eigenvalues and eigenvectors?