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Cambridge University Press Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis

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£52.00 £44.33 £46.01 £47.68 £49.35 £51.02 £52.70 26 April 2026 07 May 2026 19 May 2026 31 May 2026 12 June 2026

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Description

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.

Key Features

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Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
03 July 2017
Listed Since
31 May 2016

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