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Category: Computer Science & Computer Engineering

Computer Science & Computer Engineering

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition 0

Computer Science & Computer Engineering / Databases & Big Data / Programming

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition

eBook Details: Paperback: 850 pages Publisher: WOW! eBook; 3rd edition (November 15, 2022) Language: English ISBN-10: 1098125975 ISBN-13: 978-1098125974 eBook Description: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, 3rd Edition Through a recent series of 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 bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) to help you gain an intuitive understanding of the concepts and...

Machine Learning Techniques for Text 0

Computer Science & Computer Engineering / Databases & Big Data

Machine Learning Techniques for Text

eBook Details: Paperback: 448 pages Publisher: WOW! eBook (October 31, 2022) Language: English ISBN-10: 1803242388 ISBN-13: 978-1803242385 eBook Description: Machine Learning Techniques for Text: Take your Python text processing skills to another level by learning about the latest natural language processing and machine learning techniques with this full color guide With the ever-increasing demand for machine learning and programming professionals, it’s prime time to invest in the field. This book will help you in this endeavor, focusing specifically on text data and human language by steering a middle path among the various textbooks that present complicated theoretical concepts or focus disproportionately on Python code. A good...

Python Feature Engineering Cookbook, Second Edition 0

Computer Science & Computer Engineering / Programming

Python Feature Engineering Cookbook, Second Edition

eBook Details: Paperback: 386 pages Publisher: WOW! eBook (October 31, 2022) Language: English ISBN-10: 1804611301 ISBN-13: 978-1804611302 eBook Description: Python Feature Engineering Cookbook, 2nd Edition: Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python libraries Feature engineering, the process of transforming variables and creating features, albeit time-consuming, ensures that your machine learning models perform seamlessly. This Python Feature Engineering Cookbook, Second Edition will take the struggle out of feature engineering by showing you how to use open source Python libraries to accelerate the process via a plethora of practical, hands-on recipes. This updated edition begins by addressing fundamental data challenges such...

3D Deep Learning with Python 0

Computer Science & Computer Engineering / Databases & Big Data

3D Deep Learning with Python

eBook Details: Paperback: 236 pages Publisher: WOW! eBook (October 31, 2022) Language: English ISBN-10: 1803247827 ISBN-13: 978-1803247823 eBook Description: 3D Deep Learning with Python: Visualize and build deep learning models with 3D data using PyTorch3D and other Python frameworks to conquer real-world application challenges with ease With this hands-on guide to 3D deep learning, developers working with 3D computer vision will be able to put their knowledge to work and get up and running in no time. Complete with step-by-step explanations of essential concepts and practical examples, this book lets you explore and gain a thorough understanding of state-of-the-art 3D deep learning. You’ll see how to use PyTorch3D...

Quantum Machine Learning and Optimisation in Finance 0

Algorithms & Cryptography / Computer Science & Computer Engineering

Quantum Machine Learning and Optimisation in Finance

eBook Details: Paperback: 442 pages Publisher: WOW! eBook (October 31, 2022) Language: English ISBN-10: 1801813574 ISBN-13: 978-1801813570 eBook Description: Quantum Machine Learning and Optimisation in Finance: Learn the principles of quantum machine learning and how to apply them in finance With recent advances in quantum computing technology, we finally reached the era of Noisy Intermediate-Scale Quantum (NISQ) computing. NISQ-era quantum computers are powerful enough to test quantum computing algorithms and solve hard real-world problems faster than classical hardware. Speedup is so important in financial applications, ranging from analysing huge amounts of customer data to high frequency trading. This is where quantum computing can give you the...

Federated Learning with Python 0

Computer Science & Computer Engineering / Programming

Federated Learning with Python

eBook Details: Paperback: 326 pages Publisher: WOW! eBook (October 28, 2022) Language: English ISBN-10: 180324710X ISBN-13: 978-1803247106 eBook Description: Federated Learning with Python: Learn the essential skills for building an authentic federated learning system with Python and take your machine learning applications to the next level Federated learning (FL) is a paradigm-shifting technology in AI that enables and accelerates machine learning (ML), allowing you to work on private data. It has become a must-have solution for most enterprise industries, making it a critical part of your learning journey. This book helps you get to grips with the building blocks of FL and how the systems work and...