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Review of Hands-On Machine Learning with Scikit-Learn and TensorFlow by by Aurélien Géron
4.40 stars Very Good Form 314 Reviews
Reviewed on: November 23, 2019 Author:
Price Range

$2.45 - $47.50

Where to Buy




Pros & Cons


  • Applies real-world example
  • Covers broad range of topics
  • Exercises offers first-hand experience
  • Connects to website for coding practice


  • Does not cover theory behind coding
  • Problems with codes in github
Review Summary

This is the summary of consumer reviews for Hands-On Machine Learning with Scikit-Learn and TensorFlow by by Aurélien Géron. The BoolPool rating for this product is Very Good, with 4.40 stars, and the price range is $2.45 - $47.50.

Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurélien Géron is a helpful reference guide for those practicing machine learning programs. As its title suggests, readers get a hands-on learning experience making it a great resource for those ready to dive-in with coding exercises. Aurélien Géron connects his book to exercise problems online where readers can apply what they learned directly from the book into actual codingHands-On Machine Learning applies this direct learning experience across a broad range of platforms including Scikit-Learn, TensorFlow, and Python.

Many reviewers got most value from Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurélien Géron with some of the basics already in their repertoire. Many reviewers used this book as a reference source for their own jobs or pet projects. Therefore, Aurélien Géron's book may not be best suited for beginners into machine learning.

Furthermore, reviewers noted Aurélien Géron updates the website connected to the book for the coding exercises. While this may be helpful, this also means there are moments when the online exercises may not be available. When learning any skill, it is important to reference multiple resources. Reviewers agreed, Hands-On Machine Learning with Scikit-Learn and TensorFlow is a must-have resource as your machine learning skills grow.

User Voice
Hands-On Machine Learning with Scikit-Learn and TensorFlow by by Aurélien Géron
Great book but with the cover and first few pages folded :(.
Review Group #: 1 Rating :
4.00 stars
5 Reviews See Details
In chapter 2 you prepare some data and train and test some actual models.
Review Group #: 2 Rating :
4.50 stars
5 Reviews See Details
Good thing is codes in the book are provided over github and author is updating/fixing the code based on feedbacks from the readers.
Review Group #: 3 Rating :
4.00 stars
9 Reviews See Details
Really well written book.
Review Group #: 4 Rating :
5.00 stars
12 Reviews See Details
Some used Statistics and Linear Algebra books will be helpful in understanding this very good book.
Review Group #: 5 Rating :
5.00 stars
14 Reviews See Details
One of the best books I've read in a long time.
Review Group #: 6 Rating :
4.50 stars
16 Reviews See Details
This book gives you a clear understanding of machine learning and also it shows you how to apply this techniques to solve real problems. Compared to other books, this book has both components: theory and practice, a must have book to take your machine learning to the next level!
Review Group #: 7 Rating :
4.50 stars
18 Reviews See Details
Best book on ML so far.
Review Group #: 8 Rating :
5.00 stars
25 Reviews See Details
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