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