[PDF/ePUB] Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow – Aurélien Géron

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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. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and Tensor Flow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to 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. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the Tensor Flow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets.

Details of e-book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

  • Author(s):
  • Title: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
  • Rating: 4.8 out of 5 base on 3298 reviews
  • Publisher: O'Reilly Media; 2nd edition (October 15, 2019)
  • ISBN-10: 1492032646
  • ISBN-13: 9781492032649
  • Language: English
  • Print length: 856 pages
  • Categories: Computers & Technology

Readers' Opinions
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Josephine Alvarez
I really liked the style of the book. It's easy and fun to read. The best part is, it's filled with actionable tips and examples that show you how to do the job for yourself.
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Tasha Cobbett
This book is what I have been looking for for the past 2 years! Seriously, I just stumbled across this book and when I started reading it…my enthusiasm skyrocketed!
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Laura Hill
It really gives another view of the world and, if you're not fooled, of marketing in general!


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