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AD-702 (B) Business Intelligence Notes

5 notes for Business Intelligence, unit by unit.

Unit 1 · Short notes Introduction to Business Intelligence Business Intelligence (BI) · Scope of BI solutions and their fitting into existing infrastructure · BI Components · Future of Business Intelligence · Functional areas and description of BI tools · Data mining & warehouse
Unit 2 · Short notes Business Intelligence Implementation Key Drivers · Key Performance Indicators and Performance Metrics · BI Architecture/Framework · Best Practices · Business Decision Making · Styles of BI‑ventDriven alerts – a cyclic process of Intelligence Creation
Unit 3 · Short notes Decision Support System Representation of decision‑making system · Evolution of information system · Definition and development of decision support system · Decision Taxonomy · Principles of Decision Management Systems
Unit 4 · Short notes Analysis & Visualization Definition and applications of data mining · Data mining process · Analysis methodologies · Typical pre‑processing operations: combining values into one, handling incomplete or incorrect data, handling missing values, recoding values, sub setting, sorting, transforming scale, determining percentiles, data manipulation, removing noise, removing inconsistencies, transformations, standardizing, normalizing, min‑max normalization, z‑score standardization, rules of standardizing data · Role of visualization in analytics · Different techniques for visualizing data
Unit 5 · Short notes Business Intelligence Applications Marketing models: Relational marketing, Salesforce management · Business case studies · Supply chain optimization · Optimization models for logistics planning · Revenue management system

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