Business Intelligence and Data Mining

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Business Intelligence and Data Mining

See the Curriculum Section for materials and enjoy learning with Imperial Academy.

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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Endorsement

The Quality Licence Scheme has endorsed this course for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. Imperial Academy will be able to advise you on any further recognition, for example, progression routes into further and/or higher education.

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Course Info

0 Enrolled
  • Business
  • IT & Software
  • Personal Development
PRIVATE COURSE
  • PRIVATE
  • 1 year
  • Number of Units25
  • Number of Quizzes0
  • 4 hours, 56 minutes

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