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 coding. Hands-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.