Mathematical Pictures at a Data Science Exhibition

Rezensionen / Stimmen

'What a great read and a unique perspective! It contains a beautifully written rigorous treatment of many areas of Mathematical Data Science - perfect for a graduate course or for scholars of related backgrounds. The presentation and 'walk through' of the topic are a great way to motivate its study.' Deanna Needell, University of California, Los Angeles 'The title perfectly captures the book's approach, and the author is a wonderful guide to this gallery. He sticks to the facts and gives a cogent yet thorough description of the most foundational mathematical results. The book will fill in some missing mathematical background for many of us working in data science, and the exercises make it an excellent class text as well.' Stephen Wright, University of Wisconsin - Madison 'With Mathematical Pictures at a Data Science Exhibition, Simon Foucart has deftly illuminated the mathematical side of data science with a rigorous yet accessible treatment. This book, like a good museum, will be a valuable resource for experts, students, and casual enthusiasts.' Richard Baraniuk, Rice University '... an excellent discussion of representative algorithms as used in data science today - one of the best in-depth resources to appear in recent years for a scientist working on new analytic approaches or optimization ... Highly recommended.' J. Brzezinski, Choice '... this book acts as a welcome road map for graduate students and researchers in the field. ... a wonderful read for young students looking to start their careers in the mathematical and theoretical aspects of data science or for experienced researchers looking to broaden their familiarity with various perspectives on the theory of data science from different fields such as applied mathematics, statistics, or computer science. I certainly appreciate having the book in my library and would recommend it to my own students.' Bamdad Hosseini, SIAMN Review