Download Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Free Books - Dlebooks.net

Download Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Free Books

O'Reilly Media, Incorporated

English - 600 pages - ISBN-10: 1492032646 - ISBN-13: 9781492032649

5/5 by 46 votes


Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data.The updated edition of this best-selling book uses concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow 2--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. Practitioners will learn a range of techniques that they can quickly put to use on the job. Part 1 employs Scikit-Learn to introduce fundamental machine learning tasks, such as simple linear regression. Part 2, which has been significantly updated, employs Keras and TensorFlow 2 to guide the reader through more advanced machine learning methods using deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started.NEW FOR THE SECOND EDITION: Updated all code to TensorFlow 2Introduced the high-level Keras APINew and expanded coverage including TensorFlow's Data API, Eager Execution, Estimators API, deploying on Google Cloud ML, handling time series, embeddings and more

Reviews

64x64

Craig Ivan

This is one of the best books that I have read so far in my life. You won't be disappointed.

Samantha Demotte

Liked it very much

Demotte Simpson

It was damn awesome, sweet, the way of describing the romance was just marvellous

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