Data Mining and Predictive Analytics, 2ed (An Indian Adaptation)

Name: Data Mining and Predictive Analytics, 2ed (An Indian Adaptation)
Brand: Wiley
SKU: 9789354247255
Price: 915.0 INR
Availability: InStock

by Daniel T. Larose, O.P. Wali

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ISBN13: 9789354247255
Binding: Paperback
Subject: N/A
Publisher: Wiley
Publisher Imprint: Wiley
Publication Date: April 8, 2022
Pages: 908
Original Price: INR 1219.0
Language: English
Edition: N/A
Item Weight: 1000 grams
BISAC Subject(s): N/A

About The Book

Data Mining and Predictive Analytics serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. ·Data Preparation ·Statistical Analysis ·Classification ·Clustering ·Association Rules ·Enhancing Model Performance ·Further Topics

About The Author

Daniel T. Larose is Professor of Mathematical Sciences and Director of the Data Mining programs at Central Connecticut State University. He has published several books, including Data Mining the Web: Uncovering Patterns in Web Content, Structure, and Usage (Wiley, 2007) and Discovering Knowledge in Data: An Introduction to Data Mining (Wiley, 2005). Chantal D. Larose is an Assistant Professor of Statistics & Data Science at Eastern Connecticut State University (ECSU). She has co-authored three books on data science and predictive analytics. She helped develop data science programs at ECSU and at SUNY New Paltz. O. P. Wali is currently professor and Head of Research at Indian Institute of Foreign Trade. He has work experience of more than 31 years in corporate and academics. He is a management graduate from IRMA Gujarat and did doctorate from Jamia Milia Islamia Delhi.

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