Category: Computer Science & Computer Engineering

Machine Learning with TensorFlow, Second Edition 0

Machine Learning with TensorFlow, Second Edition

eBook Details: Paperback: 456 pages Publisher: WOW! eBook; 2nd edition (February 2, 2021) Language: English ISBN-10: 1617297712 ISBN-13: 978-1617297717 eBook Description: Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Written by NASA JPL Deputy CTO and Principal Data Scientist Chris Mattmann, all examples are accompanied by downloadable Jupyter Notebooks for a hands-on experience coding TensorFlow with Python. New and revised content expands...

Deep Reinforcement Learning in Unity 0

Deep Reinforcement Learning in Unity

eBook Details: Paperback: 584 pages Publisher: WOW! eBook (December 27, 2020) Language: English ISBN-10: 1484265025 ISBN-13: 978-1484265024 eBook Description: Deep Reinforcement Learning in Unity: With Unity ML Toolkit Gain an in-depth overview of reinforcement learning for autonomous agents in game development with Unity. This book starts with an introduction to state-based reinforcement learning algorithms involving Markov models, Bellman equations, and writing custom C# code with the aim of contrasting value and policy-based functions in reinforcement learning. Then, you will move on...

Hands-On Image Generation with TensorFlow 1

Hands-On Image Generation with TensorFlow

eBook Details: Paperback: 306 pages Publisher: WOW! eBook (January 11, 2021) Language: English ISBN-10: 1838826785 ISBN-13: 978-1838826789 eBook Description: Hands-On Image Generation with TensorFlow: Implement various state-of-the-art architectures, such as GANs and autoencoders, for image generation using TensorFlow 2.x from scratch The emerging field of Generative Adversarial Networks (GANs) has made it possible to generate indistinguishable images from existing datasets. With this hands-on book, you’ll not only develop image generation skills but also gain a solid understanding of the underlying principles....

A Python Data Analyst’s Toolkit 0

A Python Data Analyst’s Toolkit

eBook Details: Paperback: 419 pages Publisher: WOW! eBook (December 23, 2020) Language: English ISBN-10: 1484263987 ISBN-13: 978-1484263983 eBook Description: A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can...

Quantum Computing Solutions 0

Quantum Computing Solutions

eBook Details: Paperback: 317 pages Publisher: WOW! eBook (December 21, 2020) Language: English ISBN-10: 1484265157 ISBN-13: 978-1484265154 eBook Description: Quantum Computing Solutions: Solving Real-World Problems Using Quantum Computing and Algorithms Know how to use quantum computing solutions involving artificial intelligence (AI) algorithms and applications across different disciplines. Quantum solutions involve building quantum algorithms that improve computational tasks within quantum computing, AI, data science, and machine learning. As opposed to quantum computer innovation, quantum solutions offer automation, cost reduction, and other efficiencies...