Machine Learning Explained: Teaching A Robot To Walk Tutorial
Machine learning explained for everyone. Thank you very much Sergiy Nesterenko
Chapters:
- 00:00What this video is about
- 02:47What we will use to recognize handwriting
- 08:05Handwriting recognition tutorial
- 32:35Creating the neural network
- 48:45Uploading data model to our hardware
- 55:41Handwriting model demonstration
- 1:01:06Reinforcement learning
- 1:11:35Using Brax to simulate robot
- 1:19:45Setting up Brax for our robot
- 1:32:30IT WORKS! Walking robot
- 1:33:19How neural networks work
- 1:38:44Supervised learning
- 1:57:15Training a simple neural network
- 2:12:27Activation functions, overfitting and dropout
- 2:20:371 layer vs multiple layers
- 2:24:10Reinforcement learning
- 2:40:57What Sergiy does
