Many students ask for best book for learning Machine learning using python for research. Most of the books cover either theory or code of the ML algorithms.
Can you suggest any book that covers the concept with practical python code? Also, suggest the resources more appropriate for novice learners.
Thanks in advance.
1-Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
2- Python Machine Learning, 1st Edition
3- Introduction to Machine Learning with Python: A Guide for Data Scientists
Please read this link:
20 Best Machine Learning Books for Beginner & Experts in 2021
https://hackr.io/blog/best-machine-learning-books#:~:text=Python%20Machine%20Learning%3A%20Machine%20Learning,Robert%20Tibshirani%2C%20and%20Trevor%20Hastie
1-Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
2- Python Machine Learning, 1st Edition
3- Introduction to Machine Learning with Python: A Guide for Data Scientists
4- Deep Learning with Python
5-Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms
7 books about machine learning for beginners
https://www.tableau.com/learn/articles/books-about-machine-learning
Thanks Abdelghani Rouini and Larbi Messaouda for your information.
I highly recommend Bonaccorso's books for both theory and code practice:
Machine Learning Algorithms
https://www.packtpub.com/product/machine-learning-algorithms/9781785889622
Mastering Machine Learning Algorithms
https://www.packtpub.com/product/mastering-machine-learning-algorithms-second-edition/9781838820299
Hello Md. Sabir Hossain , I would recommend this free ebook by Michael Nielsen! It covers the theory really well and has code examples with which to follow along. Here is the link to the repo: https://github.com/mnielsen/neural-networks-and-deep-learning
Cheers, Raoul
Hi there, you can follow the book from springer that will help with your quest to understand the python used for ML. Link to book: https://www.springer.com/gp/book/9783030185442
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