This file contains resources to learn about Data Science and its sub fields.

  • Classical Machine Learning
  • Computer Vision
  • Deep Learning
  • Natural Language Processing
  • Reinforcement Learning

Deep Learning

Neural Networks by 3Blue1Brown

A playlist containing 4(four) videos about neural networks and their working. It gives a mathematical intution about neural networks and concepts like Gradient Descent and Backpropogation.

Website - https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

3blue1brown