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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Foundations of Computer Vision: Computational Geometry, Visual Image Structures and Object Shape Detection (Intelligent Systems Reference Library)
Foundations of Computer Vision: Computational Geometry, Visual Image Structures and Object Shape Detection (Intelligent Systems Reference Library)

This book introduces the fundamentals of computer vision (CV), with a focus on extracting useful information from digital images and videos. Including a wealth of methods used in detecting and classifying image objects and their shapes, it is the first book to apply a trio of tools (computational geometry, topology and algorithms) in solving...

Dictionary of Computer and Internet Terms (Words R Us Computer Dictionaries) (Volume 1)
Dictionary of Computer and Internet Terms (Words R Us Computer Dictionaries) (Volume 1)

This dictionary contains over 32,000 terms that are specific to Computers and the Internet. Each term includes a definition / description. With more than 750 pages, this dictionary is one of the most comprehensive resources available. Terms relate to applications, commands, functions, operating systems, image processing and networking. No...

Documenting Software Architectures: Views and Beyond
Documenting Software Architectures: Views and Beyond

"This book is of immense value. It should save you months of trials and errors, lots of undeserved hassle, and many costly mistakes that could potentially jeopardize the whole endeavor. It will become an important reference on the shelf of the software architect."—From the Foreword by Philippe Kruchten,...

Science and Social Science
Science and Social Science
Is social science really a science at all, and if so in what sense? This is the first real question that any course on the philosophy of the social sciences must tackle. In this brief introduction, Malcolm Williams gives the students the grounding that will enable them to discuss the issues involved with confidence.

Is social science
...
Learn Python Visually
Learn Python Visually

Learn Python Visually is a modern breakthrough that makes learning programming more intuitive, easier, and fun. Using the most basic approach to learning that we all inherently know from childhood, "Learn Python VISUALLY" solves the comprehension problem that so many other books cannot seem to bridge. Visual learners retain...

The Essential Galileo
The Essential Galileo
Edited and translated by Maurice A. Finocchiaro, an international authority on Galileo, this collection makes available to scholars and students an excellent and extensive selection of Galileo's key works from his early career to the end of his life - some in toto and some represented by key selections. It presents not only Galileo's most famous...
Data Architecture: From Zen to Reality
Data Architecture: From Zen to Reality

First, note that I have used Zen in the title of this book. I have been asked many times why I used such an esoteric term. After all, what is the meaning of Zen? To clarify the meaning of Zen, we must examine the philosophical environment that gave rise to Zen: Indian and Chinese philosophies. In India, Buddhism arose out of a Hindu...

Software Abstractions: Logic, Language, and Analysis
Software Abstractions: Logic, Language, and Analysis

As a programmer working for Logica UK in London in the mid-1980’s, I became a passionate advocate of formal methods. Extrapolating from small successes with VDM and JSP, I was sure that widespread use of formal methods would bring an end to the software crisis.

One approach especially intrigued me. John Guttag and Jim
...

The Discipline of Organizing: Professional Edition, 3rd Edition
The Discipline of Organizing: Professional Edition, 3rd Edition

This ebook exploits many advanced capabilities with images, hypertext, and interactivity and is optimized for EPUB3-compliant book readers, especially Apple's iBooks and browser plugins. These features may not work on all ebook readers.

...
Formula One Racing for Dummies
Formula One Racing for Dummies
Formula One racing is the pinnacle of motor racing around the world. These days, the sport is a truly global circus. At almost every race on the calendar, more than 120,000 spectators cram into the grandstands and spectator banking, all vying for a view of the millionaire superstar drivers. At the same time, in 150 countries worldwide, more than...
From Gutenberg to Google: Electronic Representations of Literary Texts
From Gutenberg to Google: Electronic Representations of Literary Texts

Although this book focuses on the problems and potentials for electronic representations of the fundamental materials of document-based knowledge in literature, similar conditions obtain for representations of works in music, philosophy, history, the law, and religion. These fields find in paper documents the primary materials of...

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