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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
Author Aurélien Géron
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....
Release Date 2019/09 -
Neural networks and deep learning
Author Aurélien Géron
Neural networks are at the very core of deep learning. They are versatile, powerful, and scalable, making them ideal to tackle large and highly complex Machine Learning tasks, such as classifying billions of images (e.g., Google Images), powering speech recognition....
Release Date 2018/03 -
Getting started with TensorFlow
Author Aurélien Géron
This Lesson will answer your key questions about getting started with TensorFlow, a library for machine learning and working with deep neural networks.What you’ll learn—and how you can apply itYou’ll learn the necessary basics to get starting using TensorFlow and wi....
Release Date 2017/04 -
Understanding support vector machines
Author Aurélien Géron
What you’ll learn—and how you can apply itYou’ll learn the core concepts one of the most popular models in Machine Learning—support vector machines—how to use them, and how they work. Readers will gain an intuitive understanding of the mathematics involved in SVMs,....
Release Date 2017/04 -
Hands-On Machine Learning with Scikit-Learn and TensorFlow
Author Aurélien Géron
Graphics in this book are printed in black and white.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 i....
Release Date 2017/03