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By Alice Zheng
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.
This book is about how computer systems might be designed to serve their users rather better. It deals with how to study the natural behaviour of users to see how computer systems might best help them, and how one might also involve them in the design of computer systems that...
By Roey Izhaki
Mixing Audio: Concepts, Practices, and Tools, Third Edition is a vital read for anyone wanting to succeed in the field of mixing. This book covers the entire mixing process - from fundamental concepts to advanced techniques. Packed full of photos, graphs, diagrams, and audio samples, it teaches the importance of...
By Jon Agar
The history of the computer is entwined with that of the modern world and most famously with the life of one man, Alan Turing. How did this device, which first appeared a mere 50 years ago, come to structure and dominate our lives so totally? An enlightening mini-biography of a...
By Mark Stamp
This class-tested textbook will provide in-depth coverage of the fundamentals of machine learning, with an exploration of applications in information security. The book will cover malware detection, cryptography, and intrusion detection. The book will be relevant for students in machine learning and computer security courses.
This book provides an in-depth exploration of human commonsense reasoning using formal logic in large-scale knowledge representation. Of special interest to artificial intelligence researchers, linguists, and cognitive and social psychologists, it serves as a foundation for humanlike artificial intelligence.
Augmented Reality AR blurs the boundary between the physical and digital worlds. In this book, Dr. Helen Papagiannis-a world-leading expert in the field-introduces you to AR: how it's evolving, where the opportunities are, and where it's headed.
30 tutorials and more than 100 exercises in chemoinformatics, supported by online software and data sets Chemoinformatics is widely used in both academic and industrial chemical and biochemical research worldwide. Yet, until this unique guide, there were no books offering practical exercises in chemoinformatics methods.