Machine Learning for Data Science Handbook (eBook, PDF)
eBook, PDF

Machine Learning for Data Science Handbook (eBook, PDF)

Data Mining and Knowledge Discovery Handbook

Redaktion: Rokach, Lior; Shmueli, Erez; Maimon, Oded
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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 a...

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