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.)
Deep Gabe: Machine Learning from Steam Data with Neural Networks
Alex J. Champandard on March 17, 2015
Access the rest of this feature by joining industry experts and other professionals as a PREMIUM member in the leading Game AI training program.