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Category: Computer Science & Computer Engineering

Introduction to Computer Organization 0

Computer Science & Computer Engineering / Hardware & DIY / Programming

Introduction to Computer Organization

eBook Details: Paperback: 502 pages Publisher: WOW! eBook (January 25, 2022) Language: English ISBN-10: 1718500092 ISBN-13: 978-1718500099 eBook Description: Introduction to Computer Organization: An Under the Hood Look at Hardware and x86-64 Assembly: This hands-on tutorial is a broad examination of how a modern computer works. Classroom tested for over a decade, it gives readers a firm understanding of how computers do what they do, covering essentials like data storage, logic gates and transistors, data types, the CPU, assembly, and machine code. Introduction to Computer Organization gives programmers a practical understanding of what happens in a computer when you execute your code. You may never have to write x86-64 assembly...

Agile Machine Learning with DataRobot 0

Computer Science & Computer Engineering / Databases & Big Data

Agile Machine Learning with DataRobot

eBook Details: Paperback: 344 pages Publisher: WOW! eBook (December 24, 2021) Language: English ISBN-10: 1801076804 ISBN-13: 978-1801076807 eBook Description: Agile Machine Learning with DataRobot: Leverage DataRobot’s enterprise AI platform and automated decision intelligence to extract business value from data DataRobot enables data science teams to become more efficient and productive. This Agile Machine Learning with DataRobot book helps you to address machine learning (ML) challenges with DataRobot’s enterprise platform, enabling you to extract business value from data and rapidly create commercial impact for your organization. You’ll begin by learning how to use DataRobot’s features to perform data prep and cleansing tasks automatically. The book then covers best...

The TensorFlow Workshop 0

Computer Science & Computer Engineering / Programming

The TensorFlow Workshop

eBook Details: Paperback: 600 pages Publisher: WOW! eBook (December 15, 2021) Language: English ISBN-10: 1800205252 ISBN-13: 978-1800205253 eBook Description: The TensorFlow Workshop: Get started with TensorFlow fundamentals to build and train deep learning models with real-world data, practical exercises, and challenging activities Getting to grips with tensors, deep learning, and neural networks can be intimidating and confusing for anyone, no matter their experience level. The breadth of information out there, often written at a very high level and aimed at advanced practitioners, can make getting started even more challenging. If this sounds familiar to you, The TensorFlow Workshop is here to help. Combining clear explanations, realistic examples,...

Machine Learning with PySpark, 2nd Edition 0

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

Machine Learning with PySpark, 2nd Edition

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 language processing and recommender systems....

Practical Explainable AI Using Python 0

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

Practical Explainable AI Using Python

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 interpretability basics, ethical consideration, and biases in predictions...

Introducing Microsoft Quantum Computing for Developers 0

Algorithms & Cryptography / Computer Science & Computer Engineering / Programming

Introducing Microsoft Quantum Computing for Developers

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 create applications that take advantage of...