How should I create my own chess bot ?
Reinforcement learning
Training a chess bot is not a very easy problem, also the datasets sizes are also quite big. To understand the building of such a complex model, you need to first go through a lot of blogs and papers, the best one I can refer you is this.
Its the most basic one, and you will be able to understand it by pushing your limits a little bit.
Happy Learning 
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