Neural Networks Books



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PyTorch Recipes

PyTorch Recipes

by Pradeepta Mishra

Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they operate. You will then take a look at probability distributions using PyTorch and get acquainted with its concepts. Further you will dive into...

Price:  $27.97  |  Publisher:  Apress  |  Release:  2019

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition

by Aurelien Geron

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 TensorFlo...

Price:  $42.48  |  Publisher:  O'Reilly Media  |  Release:  2019

Data Science from Scratch, 2nd Edition

Data Science from Scratch, 2nd Edition

by Joel Grus

To really learn data science, you should not only master the tools - data science libraries, frameworks, modules, and toolkits - but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch.If you have an aptitude for mathematics and some programming skill...

Price:  $26.49  |  Publisher:  O'Reilly Media  |  Release:  2019

Grokking Deep Learning

Grokking Deep Learning

by Andrew W. Trask

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online ...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2019

Natural Language Processing in Action

Natural Language Processing in Action

by Hobson Lane, Cole Howard, Hannes Hapke

Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and aut...

Price:  $38.99  |  Publisher:  Manning  |  Release:  2019

Deep Learning for Search

Deep Learning for Search

by Tommaso Teofili

Deep Learning for Search teaches you how to improve the effectiveness of your search by implementing neural network-based techniques. By the time you're finished with the book, you'll be ready to build amazing search engines that deliver the results your users need and that get better as time goes on!Deep learning handles the toughest search challenges, including imprecise search terms, badly inde...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2019

GANs in Action

GANs in Action

by Jakub Langr, Vladimir Bok

GANs in Action teaches you how to build and train your own Generative Adversarial Networks, one of the most important innovations in deep learning. In this book, you'll learn how to start building your own simple adversarial system as you explore the foundation of GAN architecture: the generator and discriminator networks.Generative Adversarial Networks, GANs, are an incredible AI technology capable of...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2019

Classic Computer Science Problems in Python

Classic Computer Science Problems in Python

by David Kopec

Classic Computer Science Problems in Python deepens your knowledge of problem solving techniques from the realm of computer science by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems!Computer s...

Price:  $26.56  |  Publisher:  Manning  |  Release:  2019

PyTorch Deep Learning Hands-On

PyTorch Deep Learning Hands-On

by Sherin Thomas, Sudhanshu Passi

PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with PyTorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly.PyTorch Deep Learning Hands-On shows how to implement the major deep learning architectures in PyTorch. It...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2019

Advanced Deep Learning with Python

Advanced Deep Learning with Python

by Ivan Vasilev

In order to build robust deep learning systems, you'll need to understand everything from how neural networks work to training CNN models. In this book, you'll discover newly developed deep learning models, methodologies used in the domain, and their implementation based on areas of application.You'll start by understanding the building blocks and the math behind neural networks, and then mov...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2019

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