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portada Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook
Type
Physical Book
Publisher
Author
Language
English
Pages
985
Format
Paperback
ISBN13
9783031246302
Edition No.
3

Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook

Rokach Lior,Maimon Oded,Shmueli Erez (Author) · Springer · Paperback

Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook - Rokach Lior,Maimon Oded,Shmueli Erez

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Synopsis "Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook"

This handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified whole. The book first surveys, then provides comprehensive yet concise algorithmic descriptions of classic methods plus recently-developed extensions and novel methods. The volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level computer science and engineering students. It is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.

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