This article was published for AiGameDev.com PREMIUM members, available by subscription. You can join here in a minute or less. If you're already a member, log-in from the top right menu.

Premium Teaser
Screen Shot 2015-03-10 at 21.57.35

Deep Gabe: Machine Learning from Steam Data with Neural Networks

Alex J. Champandard on March 17, 2015

Over the past few years, deep learning has revolutionized the technology sector by providing significantly better results on classification or prediction problems that were previously impractical for machine learning. What are the benefit for game developers? What's the catch? This presentation is a practical introduction to deep neural networks, using millions of public player profiles and thousands of games gathered from the Steam Web API. It's intended as a practical and applied tour of data science using machine learning. (This work is not endorsed or affiliated with Valve or Steam.)