Hands-On Machine Learning with Scikit‑Learn, Keras, and TensorFlow
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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 can show you how.
The entire book is groundbreaking, but chapter 2, “End-to-End Machine Learning Project,” is a must-read. In it, author Aurélien Géron has you role-play as a recently hired data scientist at a real estate company, walking you through every step of the process from seeing the big picture to launching and maintaining your system.
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Free: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, chapter 2
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