Nathan Loding

Camp Counselor

How do chess engines work? A look at applied AI/ML principles

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Wednesday, July 27, 2022 - 3:30 PM UTC, for 1 hour.

ON THAT (Online Only) Regular, 60 minute presentation

If you're like the rest of the world, you played at least a few games of chess after binge watching The Queen's Gambit. Beth Harmon didn't have powerful computers to help her train like we do today. Ever since Deep Blue famous defeated Gary Kasparov in 1997, chess engines have become a critical part of the game. But how do chess engines work? Is it hardcoded from a database of known moves, or is it learned through training? Could it be using both? More importantly, what can you learn from chess engines? You should leave this session with an understanding of how modern chess engines work, a better understanding of how AI/ML can be applied to solve problems, and, with any luck, some ideas on how to use AI/ML in your daily work.

Prerequisites

A little knowledge of how to play chess would be helpful, but no previous experience or knowledge is required!

Take Aways

  • how to approach data problems for machine learning
  • how to play chess
  • how to use ai/ml in your day to day work
favorited by:
Justin Weyenberg