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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Concepts, Tools, ...

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Name:Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Concepts, Tools, ...
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Book Details
Format: pdf
Size: 31 MB

About this Book:

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 TensorFlow—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 TensorFlow 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
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Category:Books
Language:English  English
Total Size:31.52 MB
Info Hash:3AC5CD82DB77A38357A9A5E777470D4B9135F311
Added By:DiamondB Verified Uploader
Date Added:2019-09-08 12:28:35
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