Machine Learning Explained - Teaching a Robot to Walk Tutorial
Dive into a comprehensive tutorial on machine learning, focusing on teaching a robot to walk and recognizing handwriting. Explore the fundamentals of neural networks, supervised learning, and reinforcement learning through practical demonstrations. Learn to create and train neural networks, simulate robots using Brax, and understand key concepts like activation functions, overfitting, and dropout. Gain insights into the differences between single-layer and multi-layer networks, and discover real-world applications of machine learning techniques. Follow along as the instructor collaborates with machine learning expert Sergiy Nesterenko to provide clear explanations and hands-on examples suitable for beginners and intermediate learners alike.