The best books on Machine Learning:

1. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

2. Machine Learning For Absolute Beginners: A Plain English Introduction

3. Deep Learning (Adaptive Computation and Machine Learning series)

4. Introduction to Machine Learning with Python: A Guide for Data Scientists

5. Machine Learning: The Absolute Beginner’s Guide to Learn and Understand Machine Learning From Beginners, Intermediate, Advanced, To Expert Concepts

6. Advances in Financial Machine Learning

7. Deep Learning with Python

8. Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

9. Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies (MIT Press)

Downloaded the first one. Got to read now. Thank you very much Larbi Messaouda for all your recommendations.

For theoretical concepts:

Understanding Machine Learning: From Theory to Algorithms, by Shai Shalev-Shwartz and Shai Ben-David

For practical purposes:

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow (2nd Edition) by Aurelien Geron (There exists a helpful github repository for this book)

Also you can consider:

An Introduction to Statistical Learning: with Applications in R by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

Dear;

The best books on Machine Learning, Please check the attached files :

https://hackr.io/blog/best-machine-learning-books.

Regards

I downloaded first two books. Thank you very much Zahra Taheri for your suggestions.

Indeed helpful blog. Thanks a lot Abdelghani Rouini

Hi Sahil, looks like you've already gotten some great recommendation on reading material. Not sure what application you have in mind with ML, but we have a no-code auto-Machine learning platform made for biomedical research. And we're currently open to select group of beta-users. It's free for you to use/try if you're interested, just send a note to [email protected] with subject line: beta-user I'd also be happy to give you more details if you'd like. Cheers, Jane

Dear Jane Sun, thank you for your response. Basically I'm working towards applying machine learning algorithms to nonlinear fiber optic channel to facilitate nonlinear distortion free transmission. I saw SolverGen platform is a web-based machine learning tool in biomedical research. I'm pretty impressed with your impactful research. Keep up the good work. Cheers, Sahil.