Course Curriculum
Business Intelligence And Data Mining | |||
Module 01: What is Business Intelligence? | 00:05:00 | ||
Module 02: Starting Case in understanding BI needs in diff phase of business | 00:07:00 | ||
Module 03: Decision Making Process and Need of IT systems | 00:20:00 | ||
Module 04: Problem Structure and Decision Support System | 00:11:00 | ||
Module 05: Introduction to BI Applications | 00:18:00 | ||
Module 06: Dashboard presentation systems | 00:07:00 | ||
Module 07: Different Types of Charts used in 131 Dashboards | 00:30:00 | ||
Module 08: Good Dashboard and BSC | 00:13:00 | ||
Module 09: Examples of Bad Dashboards 1 | 00:07:00 | ||
Module 10: Examples of Bad Dashboards 2 | 00:01:00 | ||
Module 11: Process of KPI Development | 00:26:00 | ||
Module 12: Overview of Data warehouse | 00:08:00 | ||
Module 13: More explaining of data warehouse and steps in processing | 00:09:00 | ||
Module 14: Data Warehouse Architecture –Tiers | 00:18:00 | ||
Module 15: Data Warehouse – components | 00:15:00 | ||
Module 16: Approach to develop data structure and Models of database | 00:16:00 | ||
Module 17: Basics of Data Mining – Meaning | 00:35:00 | ||
Module 18: Basics of Data Mining – Stages of DM | 00:25:00 | ||
Module 19: Data Mining Technique – Classification | 00:07:00 | ||
Module 20: Data mining – Clustering | 00:02:00 | ||
Module 21: Data Mining – Association Rules | 00:05:00 | ||
Module 22: Data Mining Applications – Banking | 00:03:00 | ||
Module 23: Data Mining Applications – CRM | 00:04:00 | ||
Module 24: Data Mining Applications – other industries | 00:04:00 | ||
Assignment | |||
Assignment – Business Intelligence and Data Mining | 00:00:00 |
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