Parteek Bhatia

Data Mining and Data Warehousing

• Broschiertes Buch

Produktbeschreibung

Provides a comprehensive textbook covering theory and practical examples for a course on data mining and data warehousing.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 512
• Erscheinungstermin: 15. August 2019
• Englisch
• Abmessung: 246mm x 189mm x 27mm
• Gewicht: 980g
• ISBN-13: 9781108727747
• ISBN-10: 1108727743
• Artikelnr.: 54318889

Autorenporträt

Parteek Bhatia is an associate professor in the department of computer science and engineering at Thapar Institute of Engineering and Technology, Patiala. He has more than twenty years of teaching experience and has published papers in journals. His current research includes natural language processing, machine learning and human computer interface. He has taught courses including data mining and data warehousing, big data analysis and database management system at undergraduate and graduate levels.

Inhaltsangabe

Preface
Acknowledgement
Dedication
1. Beginning with machine learning
2. Introduction to data mining
3. Beginning with Weka and R language
4. Data pre-processing
5. Classification
6. Implementing classification in Weka and R
7. Cluster analysis
8. Implementing clustering with Weka and R
9. Association mining
10. Implementing association mining with Weka and R
11. Web mining and search engine
12. Operational data store and data warehouse
13. Data warehouse schema
14. Online analytical processing
15. Big data and NoSQL
Reference
Index.