01381 a2200205 4500 20251011184707.0 251011b |||||||| |||| 00| 0 eng d 9781108473989 006.3 ZakD Zaki, Mohammed J. Data Mining and Machine Learning : Fundamental Concepts and Algorithms / Mohammed J. Zaki & Wagner Meira Jr. 2nd ed. CUP : New York , ©2020. xii, 766p. The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning. Data Mining Machine Learning Jr. Wagner Meira BK 6816 6816 0 0 ddc 0 0 PHY IITTP IITTP GEN 2025-10-07 Shah Book House 5187.98 SBH/28599 0 006.3 ZakD (12208) 12208 2026-02-18 00:00:00 7411.40 2025-10-07 BK