@swapnakpanda: 剑桥大学的人工智能与机器学习书籍（免费下载）：1. Understanding Machine Learning https://cs.huji.ac.il/~shais/Understand…

剑桥大学的人工智能与机器学习书籍（免费下载）： 1. Understanding Machine Learning https://cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf… 2. Mathematics for Machine Learning https://mml-book.github.io/book/mml-book.pdf… 3. Mathematical Analysis of ML Algorithms https://tongzhang-ml.org/lt-book/lt-book.pdf… 4. The principles of Deep Learning Theory https://arxiv.org/pdf/2106.10165 5. Machine Learning with Neural Networks https://arxiv.org/pdf/1901.05639 6. Deep Learning on Graphs https://yaoma24.github.io/dlg_book/dlg_book.pdf… 7. Algorithmic Aspects of Machine Learning https://people.csail.mit.edu/moitra/docs/bookexv2.pdf… 8. Probability: Theory and Examples https://sites.math.duke.edu/~rtd/PTE/PTE5_011119.pdf… 9. Elementary Probability for Applications https://sites.math.duke.edu/~rtd/EP4A/EP4A_April2021.pdf… 10. Advanced Data Analysis https://stat.cmu.edu/~cshalizi/ADAfaEPoV/ADAfaEPoV.pdf…