Data Mining and Business Intelligence
Book Details
Format
Paperback / Softback
ISBN-10
9365892236
ISBN-13
9789365892239
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 20th, 2025
Print length
268 Pages
Weight
440 grams
Dimensions
19.10 x 23.60 x 1.40 cms
Product Classification:
Computing & information technologyComputing and Information Technology
Ksh 5,900.00
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Conducting pre-processing of data, applying appropriate algorithm to generate model summary and communicating the result effectively. Master data mining, BI principles, regression, classification, association rules, and clustering.
This book systematically explores the core concepts and techniques of data mining and business intelligence. It begins by introducing fundamental principles and key methodologies, including regression, classification, association rule mining, and clustering. The text progresses to cover business intelligence architectures, data warehousing, and essential practices like data modeling, dashboard design, and data visualization using tools like Power BI. Furthermore, it delves into advanced topics such as text mining, big data analytics, and the ethical considerations surrounding data mining and business intelligence, ensuring a well-rounded understanding.
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