Category: Computer Science & Computer Engineering
eBook Details: Paperback: 238 pages Publisher: WOW! eBook; 2nd edition (December 9, 2021) Language: English ISBN-10: 1484277767 ISBN-13: 978-1484277768 eBook Description: Machine Learning with PySpark: With Natural Language Processing and Recommender Systems, 2nd Edition Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable machine learning models, to natural language processing, to recommender systems. Machine Learning with PySpark, 2nd Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectrum of traditional machine learning algorithm implementations, along with natural...
eBook Details: Paperback: 362 pages Publisher: WOW! eBook (December 15, 2021) Language: English ISBN-10: 1484271572 ISBN-13: 978-1484271575 eBook Description: Practical Explainable AI Using Python: Artificial Intelligence Model Explanations Using Python-based Libraries, Extensions, and Frameworks Learn the ins and outs of decisions, biases, and reliability of AI algorithms and how to make sense of these predictions. This book explores the so-called black-box models to boost the adaptability, interpretability, and explainability of the decisions made by AI algorithms using frameworks such as Python XAI libraries, TensorFlow 2.0+, Keras, and custom frameworks using Python wrappers. You’ll begin with an introduction to model explainability and...
eBook Details: Paperback: 420 pages Publisher: WOW! eBook (December 23, 2021) Language: English ISBN-10: 1484272455 ISBN-13: 978-1484272459 eBook Description: Introducing Microsoft Quantum Computing for Developers: Using the Quantum Development Kit and Q# You may have heard about quantum computing, but what does it mean to you as a software developer? With many new developments, a resurgence in interest, and investment by some of the largest tech companies in the world to be the first to market with quantum programming (QP) hardware and platforms, it is no longer a tool in the distant future. Developers are at the forefront, now able to...
eBook Details: Paperback: 572 pages Publisher: WOW! eBook (July 30, 2021) Language: English ISBN-10: 1484270975 ISBN-13: 978-1484270974 eBook Description: Quantum Machine Learning: An Applied Approach: The Theory and Application of Quantum Machine Learning in Science and Industry Know how to adapt quantum computing and machine learning algorithms. This Quantum Machine Learning: An Applied Approach book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research. The first three chapters offer insights into the combination of the science of quantum mechanics and the techniques of machine learning, where concepts of classical information technology...
eBook Details: Paperback: 394 pages Publisher: WOW! eBook (December 23, 2021) Language: English ISBN-10: 1484274180 ISBN-13: 978-1484274187 eBook Description: Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This Building an Effective Data Science Practice book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such...
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