Awesome

Crash Course AI Labs

YouTube playlist link.

Example: https://www.youtube.com/watch?v=6nGCGYWMObE

1. https://github.com/crash-course-ai/lab1-neural-networks

   • EMNIST/letters recognition colab

2. https://github.com/crash-course-ai/lab2-nlp

   • NLP colab

   • https://youtu.be/kZWum5omEv4

3. https://github.com/crash-course-ai/lab3-games (or https://github.com/hchiam/lab3-games)

   • game colab - uses a Genetic Algorithm, AKA a GA - the key is the fitness function: self.playTime*1 + self.hits*10 + self.blasts*-2, but using a GA might not scale well to larger neural networks and problems with many dimensions

4. https://github.com/crash-course-ai/lab4-recommender-systems

   • movie recommender colab

5. https://youtu.be/_DZJV9ey1nE

   • algorithmic bias colab