Is there any list of recommended textbooks for this course

[imflash217]

Hi,

Thank you so much amazing lectures. I was curious if there is any suggested list of textbooks to supplement this course. It will be greatly helpful.

Thank you

[Edmon02]

Yes! Here are some recommended textbooks based on core machine learning concepts covered in this course:
1. “Pattern Recognition and Machine Learning” by Christopher M. Bishop – Great for statistical ML concepts.
2. “Deep Learning” by Ian Goodfellow, Yoshua Bengio, and Aaron Courville – Covers modern deep learning techniques.
3. “Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow” by Aurélien Géron – A practical approach to ML.
4. “The Elements of Statistical Learning” by Hastie, Tibshirani, and Friedman – A deeper dive into the mathematical foundations of ML.

If you’re looking for specific topics, let me know, and I can suggest more books!