Hands-On Machine Learning with Scikit-Learn, Keras, and

Description Specifications
Description
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
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 AurÃ©lien GÃ©ron 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
Specifications
Country USA
Brand O'Reilly Media
Manufacturer O'Reilly Media
Binding Paperback
ItemPartNumber 52820216
ReleaseDate 2019-10-15
UnitCount 1
EANs 9781492032649

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Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play

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Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2, 3rd Edition

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Machine Learning For Absolute Beginners: A Plain English Introduction (Machine Learning From Scratch)

Country	USA
Brand	O'Reilly Media
Manufacturer	O'Reilly Media
Binding	Paperback
ItemPartNumber	52820216
ReleaseDate	2019-10-15
UnitCount	1
EANs	9781492032649

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

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