From tic-tac-toe moves to ML model
Tic-Tac-Toe the Hard Way
English - July 22, 2020 13:55 - 21 minutes - 49.6 MBTechnology Education machine learning human-centered reinforcement learning supervised learning tic-tac-toe games google tic tac toe Homepage Download Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: What does a tic-tac-toe board look like to machine learning?
Next Episode: Beating random: What it means to have trained a model
Once we have the data we need—thousands of sample games--how do we turn it into something the ML can train itself on? That means understanding how training works, and what a model is.
Resources:
See a definition of one-hot encoding
For more information about the show, check out pair.withgoogle.com/thehardway.
You can reach out to the hosts on Twitter: @dweinberger and @tafsiri.