Book_Understanding Machine Learning From Theory to Algorithms
===
###### tags: `book` `Understanding Machine Learning From Theory to Algorithms`
各章連結
---
- [Chapter 2-Understanding Machine Learning From Theory to Algorithms: A Gentle Start](https://hackmd.io/@shaoeChen/S1HB5cYyw)
- [Probably Approximately Correct — a Formal Theory of Learning(翻譯)](https://hackmd.io/@shaoeChen/HyuI98iGw)
- [Chapter 3-Understanding Machine Learning From Theory to Algorithms: A Formal Learning Model](https://hackmd.io/@shaoeChen/rJX_qwNlD)
- [Learning Theory: (Agnostic) Probably Approximately Correct Learning(翻譯)](https://hackmd.io/@shaoeChen/B1lZ9uIvP)
- [Chapter 4-Understanding Machine Learning From Theory to Algorithms: Learning via Uniform Convergence](https://hackmd.io/@shaoeChen/r1PLbHK-P)
- [Chapter 9-Understanding Machine Learning From Theory to Algorithms: Linear Predictors](https://hackmd.io/@shaoeChen/HJpeIiX7P)
- [Chapter 5-The Bias-Complexity Tradeoff](https://hackmd.io/@shaoeChen/B177-ZuID)
- [Chapter 6-Understanding Machine Learning From Theory to Algorithms: The VC-Dimension](https://hackmd.io/@shaoeChen/rkqbVlxYP)
{"metaMigratedAt":"2023-06-15T11:51:41.683Z","metaMigratedFrom":"Content","title":"Book_Understanding Machine Learning From Theory to Algorithms","breaks":true,"contributors":"[{\"id\":\"e57c4a1a-a8a4-452b-b10c-1b448f321365\",\"add\":1239,\"del\":109}]"}