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What mathematical knowledge does artificial intelligence need to learn?
Distribution, KL distance, etc. Further extension, there is information theory, which is a more practical theoretical basis.

optimize

In a simple application scenario, we hope that machine learning can have a good ability to summarize things, so the process of training and learning is a bit like the process of fitting. Different application scenarios are used to optimize different goals, so it must be the basic mathematical literacy.

6. Convex optimization

Further optimize the application

7. combinatorial mathematics

This is the basic skill of the computer industry.

8. Concrete mathematics

A book with this name should be regarded as the basic skill of general computer mathematics.

9. Time series analysis

10. Stochastic process