Sports analytics, prediction markets, and building trading bots with Python.
A beginner's guide to automated trading on Polymarket. Learn how bots find edges using win probability models, and how to build your own.
How to use Python to scrape live scores, play-by-play data, and win probabilities from ESPN's hidden API. Complete tutorial with working code.
How to implement Elo ratings from scratch in Python for sports prediction. Covers home advantage, K-factor tuning, and season resets.