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Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis, Hardcover/Michael Mitzenmacher

Name: Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis, Hardcover/Michael Mitzenmacher
Brand: Cambridge University Press
Price: 375.99 RON
Availability: InStock

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elefant.ro

Cumpără

Pret

375.99 Lei

Categorie (vânzător)

Foreign Books

Marca

Cambridge University Press

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Preț: 375.99 Lei

Caracteristicile produsului Probability and Computing: Randomization and

Brand: Cambridge University Press
Categoria: Foreign Books
Magazin: elefant.ro
Ultima actualizare: 27-10-2025 01:24:43

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Descriere magazin:
Greatly expanded, this new edition requires only an elementary background in discrete mathematics and offers a comprehensive introduction to the role of randomization and probabilistic techniques in modern computer science. Newly added chapters and sections cover topics including normal distributions, sample complexity, VC dimension, Rademacher complexity, power laws and related distributions, cuckoo hashing, and the Lovasz Local Lemma. Material relevant to machine learning and big data analysis enables students to learn modern techniques and applications. Among the many new exercises and examples are programming-related exercises that provide students with excellent training in solving relevant problems. This book provides an indispensable teaching tool to accompany a one- or two-semester course for advanced undergraduate students in computer science and applied mathematics.

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