The Hundred-Page Machine Learning Book
Concise and to the point — the book can be read during a week. During that week, you will learn almost everything modern machine learning has to offer. The author and other practitioners have spent ye…
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A series of Deep Learning breakthroughs have boosted the whole field of machine learning over the last decade. Now that machine learning is thriving, even programmers who know close to nothing about t…
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Grokking Algorithms An Illustrated Guide For Programmers and Other Curious People
An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to …
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The StatQuest Illustrated Guide To Machine Learning
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Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with dat…
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Naked Statistics: Stripping the Dread from the Data
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Deep Learning
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
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Hands-On Large Language Models: Language Understanding and Generation
AI has acquired startling new language capabilities in just the past few years. Driven by rapid advances in deep learning, language AI systems are able to write and understand text better than ever be…
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The Alignment Problem: Machine Learning and Human Values
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them.
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
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Algorithms to Live By: The Computer Science of Human Decisions
A fascinating exploration of how insights from computer algorithms can be applied to our everyday lives, helping to solve common decision-making problems and illuminate the workings of the human mind
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The Book of Why: The New Science of Cause and Effect
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The Worlds I See: Curiosity, Exploration, and Discovery at the Dawn of AI
The moving memoir of a scientist coming of age as an immigrant in America who finds her calling at the forefront of the AI revolution.
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Automate the Boring Stuff with Python: Practical Programming for Total Beginners
If you've ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?
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A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills
Some copies of this book have a printing error that causes the figures to be unreadable. If you have received one of these copies, please contact the Pragmatic Bookshelf at support@pragprog.com, and w…
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A First Course in Probability
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