Business, Management & Law

Business Intelligence and Data Mining 25

• Lecture1.1
  What is Business Intelligence 05 min
• Lecture1.2
  Starting Case in understanding BI needs in different phase of business 07 min
• Lecture1.3
  Decision Making Process and Need of IT systems 22 min
• Lecture1.4
  Problem Structure and Decision Support System 11 min
• Lecture1.5
  Introduction to BI Applications 18 min
• Lecture1.6
  Dashboard presentation systems 08 min
• Lecture1.7
  Different Types of Charts used in BI Dashboards 30 min
• Lecture1.8
  Good Dashboard and BSC 13 min
• Lecture1.9
  Examples of Bad Dashboards part – 1 07 min
• Lecture1.10
  Examples of Bad Dashboards Part – 2 01 min
• Lecture1.11
  Process of KPI Development 26 min
• Lecture1.12
  Overview of Data warehouse 08 min
• Lecture1.13
  More explaining of data warehouse and steps in processing 09 min
• Lecture1.14
  Data Warehouse Architecture – Tiers 18 min
• Lecture1.15
  Data Warehouse – components 15 min
• Lecture1.16
  Approach to develop data structure and Models of database 16 min
• Lecture1.17
  Basics of Data Mining – Meaning 35 min
• Lecture1.18
  Basics of Data Mining – Stages of DM 25 min
• Lecture1.19
  Data Mining Technique – Classification 07 min
• Lecture1.20
  Data mining – Clustering 02 min
• Lecture1.21
  Data Mining – Association Rules 05 min
• Lecture1.22
  Data Mining Applications – Banking 03 min
• Lecture1.23
  Data Mining Applications – CRM 04 min
• Lecture1.24
  Data Mining Applications – other industries 05 min
• Lecture1.25
  Quizzes