With this in mind we have written this book to cover the theory we expect to be useful in the next 40 years, just as an under-standing of automata theory, algorithms, and related topics gave …

Mar 12, 2020 · This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and …

Cambridge Core - Communications and Signal Processing - Foundations of Data Science

This material has been published by Cambridge University Press as Foundations of Data Science by Avrim Blum, John Hopcroft, and Ravi Kannan. This pre-publication version is free to view …

Jan 23, 2020 · This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large …

Foundations of Data Science: From Theory to Practice is the perfect starting point for beginners and aspiring data professionals. This book bridges the gap between theoretical concepts and …

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