炎炎夏日,有什么比学习更能振奋人心! KDnuggets 网站编辑 Matthew Mayo 特意为广大读者挑选了 20 本机器学习和数据科学相关的书籍。 这份书单除了 Ian Goodfellow 等人的 Deep Learning、吴恩达的 Machine Learning Yearning 等经典著作之外,还有 Python、统计学习、贝叶斯理论等相关书籍。 重点是,这些书籍全都可以免费下载或者在线阅读。 一分钱都不用花,妈妈再也不用担心我的学习了~ ▌1. Think Stats: Probability and Statistics for Programmers
▌2. Probabilistic Programming & Bayesian Methods for Hackers
▌3. Understanding Machine Learning: From Theory to Algorithms
▌4. The Elements of Statistical Learning
▌5. An Introduction to Statistical Learning with Applications in R
▌6. Foundations of Data Science
▌7. A Programmer's Guide to Data Mining: The Ancient Art of the Numerati
▌8. Mining of Massive Datasets
▌9. Deep Learning
▌10. Machine Learning Yearning
▌11. Python Data Science Handbook
▌12. Neural Networks and Deep Learning
▌13. Think Bayes
▌14. Machine Learning & Big Data
▌15. Statistical Learning with Sparsity: The Lasso and Generalizations 作者: |
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