Learn practical lessons from a Kaggle competition on AI model runtime prediction. Explore the problem, prioritize data over the model, and embrace discomfort for personal growth.

A discussion of how to use neural networks as a rollout policy in Monte Carlo Tree Search, and how to use MCTS to train the neural network.

A brief introduction to Monte Carlo tree search, a powerful reinforcement learning technique that's been employed in some of the most revolutionary game playing AI, including AlphaGo and AlphaZero.