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TITLE - The Tunnel Method: Building Data Warehouses That Last”, The Consultant’s Pickaxe: Digging Deep for Results” By Claudia Reid the PMO Consultant
by Claudia Reid
The collection of texts provides a comprehensive guide to data warehousing and data mining, presenting them as interconnected fields crucial for business intelligence and strategic decision-making. The sources introduce the foundational principles of a data warehouse (subject-oriented, integrated, time-variant, non-volatile) and detail the ETL (Extract, Transform, Load) process necessary for its construction. Furthermore, they thoroughly explain data mining, covering the complete CRISP-DM methodology and essential data mining algorithms (e.g., Classification, Clustering, Regression, Apriori) used to extract knowledge, and conclude with practical steps and SQL examples for building dimensional data models.
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