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PyTorch Deep Learning Hands-On

Build CNNs, RNNs, GANs, reinforcement learning, and more, quickly and easily

by Sherin Thomas, Sudhanshu Passi, Xingyu Liao, Bharath G S ...

Hands-on projects cover all the key deep learning methods built step-by-step in PyTorchKey FeaturesInternals and principles of PyTorchImplement key deep learning methods in PyTorch: CNNs, GANs, RNNs, reinforcement learning, and moreBuild deep learning workflows and take deep learning models from prototyping to productionBook DescriptionPyTorch Deep Learning Hands-On is a book for engineers who ... Read more

$27.99 USD or Free with Kobo Plus

Hands-on projects cover all the key deep learning methods built step-by-step in PyTorchKey FeaturesInternals and principles of PyTorchImplement key deep learning methods in PyTorch: CNNs, GANs, RNNs, reinforcement learning, and moreBuild deep learning workflows and take deep learning models from prototyping to productionBook DescriptionPyTorch Deep Learning Hands-On is a book for engineers who
... Read more
Audiobook

Talk Yourself Better

A Confused Person's Guide to Therapy, Counselling and Self-Help

by Ariane Sherine ...

Narrated by Ariane Sherine, Thomas Judd ...

Unabridged

8 hours 14 min

So you've decided you want to try therapy. But which type of therapy is best for you? Do you know your CBT from your DBT, your cognitive analytic therapy from your psychoanalysis?Talk Yourself Better cuts through the confusion when it comes to choosing a therapist. Exploring all the different kinds of therapy available, Ariane Sherine offers an entertaining insight into each type, including ... Read more

$16.76 USD or Free with Kobo Plus

Also available as: eBook

So you've decided you want to try therapy. But which type of therapy is best for you? Do you know your CBT from your DBT, your cognitive analytic therapy from your psychoanalysis?Talk Yourself Better cuts through the confusion when it comes to choosing a therapist. Exploring all the different kinds of therapy available, Ariane Sherine offers an entertaining insight into each type, including
... Read more

Also available as: eBook

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A Spy Named Orphan

The Enigma of Donald Maclean

by Roland Philipps ...

Narrated by Jonathan Cowley ...

Unabridged

15 hours 23 min

Donald Maclean was one of the most treacherous spies of the Cold War era, a member of the infamous "Cambridge Five" spy ring. Yet little is known of this shrewd, secretive man. The full extent of his betrayal has never been documented—until now. Drawing on the recent release of previously classified files, A Spy Named Orphan meticulously documents the extraordinary story of a man leading a ... Read more

$25.99 USD

Donald Maclean was one of the most treacherous spies of the Cold War era, a member of the infamous "Cambridge Five" spy ring. Yet little is known of this shrewd, secretive man. The full extent of his betrayal has never been documented—until now. Drawing on the recent release of previously classified files, A Spy Named Orphan meticulously documents the extraordinary story of a man leading a
... Read more
Machine Learning for Hackers

Case Studies and Algorithms to Get You Started

by Drew Conway, John Myles White ...

If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy ... Read more

$30.99 USD

If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy
... Read more
Introduction to Machine Learning with Python

A Guide for Data Scientists

by Andreas C. Müller, Sarah Guido ...

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your ... Read more

$36.99 USD

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your
... Read more
TensorFlow for Deep Learning

From Linear Regression to Reinforcement Learning

by Bharath Ramsundar, Reza Bosagh Zadeh ...

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the ... Read more

$43.99 USD

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the
... Read more
Thoughtful Machine Learning

A Test-Driven Approach

by Matthew Kirk ...

Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often ... Read more

$18.99 USD

Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.Machine-learning algorithms often
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Developments in Language Theory

20th International Conference, DLT 2016, Montréal, Canada, July 25-28, 2016, Proceedings

Edited by Srečko Brlek, Christophe Reutenauer ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 20th International Conference on Developments in Language Theory, DLT 2016, held in Montreal, QC, Canada, in July 2016.The 32 full papers and 4 abstracts of invited papers presented were carefully reviewed and selected from 48 submissions. This volume presents current developments in formal languages and automata, especially from the following topics ... Read more

$49.99 USD

This book constitutes the proceedings of the 20th International Conference on Developments in Language Theory, DLT 2016, held in Montreal, QC, Canada, in July 2016.The 32 full papers and 4 abstracts of invited papers presented were carefully reviewed and selected from 48 submissions. This volume presents current developments in formal languages and automata, especially from the following topics
... Read more
Implementation and Application of Automata

22nd International Conference, CIAA 2017, Marne-la-Vallée, France, June 27-30, 2017, Proceedings

Edited by Arnaud Carayol, Cyril Nicaud ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 22nd International Conference on Implementation and Application of Automata, CIAA 2017,held in Marne-la-Vallée, France, in June 2017.The 17 revised full papers presented were carefully reviewed and selected from 31 submissions. The topics of the presented papers include state complexity of automata; implementations of automata and experiments; ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the 22nd International Conference on Implementation and Application of Automata, CIAA 2017,held in Marne-la-Vallée, France, in June 2017.The 17 revised full papers presented were carefully reviewed and selected from 31 submissions. The topics of the presented papers include state complexity of automata; implementations of automata and experiments;
... Read more
The Power of Algorithms

Inspiration and Examples in Everyday Life

Edited by Giorgio Ausiello, Rossella Petreschi ...

Series series Computer Science (R0)
To examine, analyze, and manipulate a problem to the point of designing an algorithm for solving it is an exercise of fundamental value in many fields. With so many everyday activities governed by algorithmic principles, the power, precision, reliability and speed of execution demanded by users have transformed the design and construction of algorithms from a creative, artisanal activity into a ... Read more

$44.99 USD

To examine, analyze, and manipulate a problem to the point of designing an algorithm for solving it is an exercise of fundamental value in many fields. With so many everyday activities governed by algorithmic principles, the power, precision, reliability and speed of execution demanded by users have transformed the design and construction of algorithms from a creative, artisanal activity into a
... Read more
Deep Reinforcement Learning Hands-On

Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

by Maxim Lapan, Oleg Vasilev, Martijn van Otterlo, Mikhail Yurushkin, Basem O. F. Alijla ...

Publisher\\'s Note: This edition from 2018 is outdated and not compatible with any of the most recent updates to Python libraries. A new third edition, updated for 2020 with six new chapters that include multi-agent methods, discrete optimization, RL in robotics, and advanced exploration techniques is now available.Key FeaturesExplore deep reinforcement learning (RL), from the first principles to ... Read more

$37.99 USD or Free with Kobo Plus

Publisher\\'s Note: This edition from 2018 is outdated and not compatible with any of the most recent updates to Python libraries. A new third edition, updated for 2020 with six new chapters that include multi-agent methods, discrete optimization, RL in robotics, and advanced exploration techniques is now available.Key FeaturesExplore deep reinforcement learning (RL), from the first principles to
... Read more
Developments in Language Theory

21st International Conference, DLT 2017, Liège, Belgium, August 7-11, 2017, Proceedings

Edited by Émilie Charlier, Julien Leroy, Michel Rigo ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 21st International Conference on Developments in Language Theory, DLT 2017, held in Liège, Belgium, in August 2017.The 24 full papers and 6 (abstract of) invited papers were carefully reviewed and selected from 47 submissions. The papers cover the following topics and areas: combinatorial and algebraic properties of words and languages; grammars ... Read more

$49.99 USD

This book constitutes the proceedings of the 21st International Conference on Developments in Language Theory, DLT 2017, held in Liège, Belgium, in August 2017.The 24 full papers and 6 (abstract of) invited papers were carefully reviewed and selected from 47 submissions. The papers cover the following topics and areas: combinatorial and algebraic properties of words and languages; grammars
... Read more

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Machine Learning for Hackers

Introduction to Machine Learning with Python

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Thoughtful Machine Learning

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Developments in Language Theory

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