Understanding AI Technically.md

aliases	tags

Machine Learning

• Video Types of Machine Learning (not just Neural Networks)
• Very entertaining video ;-) A beginners guide to machine learning with ml5.js by Daniel Shiffman
• Video Understanding high-dimensional space
• Website Machine Learning Glossary by Google

Neural Networks / Deep Learning

• Video series on Youtube by 3Blue1Brown
  • Part 1 - “But what is a Neural Network” (19min)
  • Part 2 - “Gradient descent - How neural networks learn”(21min)
  • Part 3 - “What is Back propagation”(14 min)
• Video The miseducation of this machine Talk by Linda Laugwitz
• Video Neural Network Architectures
• Paper How the machine 'thinks' - Understanding opacity in machine learning
• Interactive website Neural Network Playground
• Website Neural Networks and Deep Learning by Michael Nielsen

GANs

• Video What is a GAN by Derrick Schultz
• Website ThisXDoesNotExist

Convolutional Neural Networks

• Video What Neural Networks see by Gene Kogan

Style Transfer

• Website Style Transfer Guide

Decision Tree Learning

• Interactive Website Visual intro to ML part 1