Other popular texts
- Christopher M. Bishop (CB), Pattern Recognition and Machine Learning
- Hastie, Tibshirani, and Friedman (HTF), The Elements of Statistical Learning, Springer.
- Aurelien Geron (AG), Hands‑On Machine Learning with Scikit‑Learn and TensorFlow, O'Reilly. This text is very useful since it contains many code examples and hands-on applications of all algorithms discussed in this course.
- Kevin Murphy (KM), Probabilistic Machine Learning, an Introduction
- David Foster (DF), Generative Deep Learning, https://www.oreilly.com/library/view/generative-deep-learning/9781098134174/
- Babcock and Gavras (BG), Generative AI with Python and TensorFlow, https://github.com/PacktPublishing/Hands-On-Generative-AI-with-Python-and-TensorFlow-2