A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...

Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data. Key FeaturesBuild state-of-the-art algorithms that can solve your business' problemsLearn how to find hidden patterns in your dataRevise key concepts with hands-on exercises using real-world datasetsBook DescriptionStarting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to unders...

Discover the never-before-told story of the ruthless shadow race between Microsoft and Google, as both compete to develop a mass-market AI while juggling existential questions of ethics, human progress and the future of the world as we know it.

"They declined his offer too, not realizing how much the thin-skinned Musk didn’t like it when people said no. Soon enough though, Hassabis got another email. This time, it was from Google."

When ChatGPT was released, the world changed overnight. Eve...

Provides a clear and concise overview of how AI is used in game development Gives a brief overview of the history of AI in games Considers the different models, techniques and algorithms that are used in creating game AI.

The instant Sunday Times bestseller from the ultimate AI insider- the only book you need to read on this subject. AI. SYNTHETIC BIOLOGY.

QUANTUM COMPUTING. Everything is about to change. This is the only book you need to understand this new world.

From the ultimate AI insider, Mustafa Suleyman, co-founder of DeepMind, part of Google. 'Fascinating, well-written, and important' Yuval Noah Harari, author of Sapiens'Deeply rewarding and consistently astonishing' Stephen Fry'An excellent guide for...