Best Information Theory Books of 2025

The Art of Doing Science and Engineering is a book about a style of thinking that enables great ideas to emerge. It is a treatise by one of the greatest mathematicians of our time, Richard Hamming, who inspires and spurs on a great idea. The book is filled with stories of great people performing mighty deeds, but they are not meant simply to be admired. Instead, they are to be aspired to, learned from, and surpassed. The book is a reminder that a capacity for learning and creativity are accessible to everyone. This edition includes an all-new foreword by Bret Victor, plus more than 70 redrawn graphs and charts.

The second edition of "A Common-Sense Guide to Data Structures and Algorithms" by Jay Wengrow offers practical techniques and real-world scenarios for mastering algorithms and data structures. The book covers Big O notation, recursion, advanced data structures, and more, with examples in JavaScript, Python, and Ruby. The exercises in each chapter help readers apply the concepts and improve their coding skills. Overall, this book is an excellent resource for developers who want to write faster, more efficient code and scale their applications.

The Age of Surveillance Capitalism by Shoshana Zuboff is a groundbreaking book that explores the unprecedented power of "surveillance capitalism" and its impact on society in the digital age. Zuboff's analysis of the new economic system of behavioral modification sheds light on the dangers of unregulated data collection and the loss of privacy. Her comprehensive research highlights the threat of a controlled "hive" of total connection that prioritizes profit over democracy and our human future. This book is a must-read for anyone concerned about the future of our society in the digital age.

This book, AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence, offers a practical approach to building AI systems with machine learning. Laurence Moroney's book is based on his successful AI courses and provides hands-on lessons that let readers work directly with the code. The author covers the basics of machine learning, computer vision, natural language processing, and sequence modeling for various runtimes. This book is an excellent resource for programmers who want to transition to AI specialists. Overall, this book is a must-read for anyone interested in AI and machine learning.

Gamestorming: A Playbook for Innovators, Rulebreakers, and Changemakers is a unique collection of over 80 games designed to encourage engagement and creativity in the workplace. The book offers tools and techniques from some of the world’s most innovative professionals, helping readers to break down barriers, communicate better, and generate new ideas, insights, and strategies. The authors believe that game mechanics can yield benefits in many work environments, particularly in creatively driven knowledge work. Overall, this book is an excellent resource for anyone looking to improve collaboration, communication, and creativity in their team or organization.

If you are a senior looking for a comprehensive guide to teach you how to use your new PC, "Windows 11 for Seniors" is the perfect book for you. This easy-to-follow guide will help you learn how to use your Windows 11 PC correctly, without asking for any help. It includes step-by-step illustrated instructions and useful tips and tricks, covering everything from the first setup to solving common problems. It also provides guidance on using essential tools and features such as email, Microsoft Teams, web browsing, and more. Overall, this book is an excellent resource for anyone new to Windows 11, and it's highly recommended.

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World is a fascinating exploration of machine learning and the race to build computer intelligences as flexible as our own. Pedro Domingos demystifies the subject, providing a blueprint for the future universal learner - the Master Algorithm, discussing what it will mean for business, science, and society. The book is wonderfully erudite, humorous, and easy to read, making it an impressive and wide-ranging work that covers everything from the history of machine learning to the latest technical advances in the field. It is a must-read for anyone interested in Artificial Intelligence and semantics.

ITIL® 4 Essentials is a comprehensive guide that covers everything needed to pass the ITIL 4 Foundation Certificate. This updated second edition aligns with amendments to the ITIL 4 Foundation syllabus, making it ideal for newly qualified practitioners. In addition to the syllabus, the book covers practices and concepts that are not addressed in the Foundation syllabus. IT Governance Publishing is the world's leading IT-GRC publishing imprint and wholly owned by IT Governance Ltd. Their unique and practical publications of the highest quality make this book invaluable for anyone in the Computers & Technology industry.

The "Information Theory, Inference and Learning Algorithms" textbook by David MacKay is an exceptional resource for students and professionals alike in fields such as machine learning, computational biology, and financial engineering. The book offers a unique approach to teaching information theory and inference, with practical applications to communication systems, data compression, error-correction, and neural networks. The author's use of worked examples, illustrations, and entertaining interludes on crosswords, evolution, and sex make this textbook both enjoyable and highly useful. Overall, this comprehensive and well-documented book is a valuable reference for anyone interested in these exciting areas of contemporary science and engineering.

The Dream Machine by M. Mitchell Waldrop is a fascinating biography of J.C.R. Licklider, the man who envisioned the potential of individuals interacting with computers and software. Waldrop not only tells the story of Licklider's life but also how his ideas became influential and contagious. The book also includes Licklider's original texts on "Man-Computer Symbiosis," "Intergalactic Network," and "The Computer as a Communication Device." This Stripe Press edition is a must-read for anyone interested in the history of computing and the internet.