Use of Business Intelligence | basics of Data & Data Mining

Ehotel management school

Reed courses certificate of completion

Digital certificate - Included

• Business Intelligence and Dashboard 2:23:36

  • 1: 1. What is Business Intelligence Preview 04:30
  • 2: 2. Starting Case in understanding BI needs in different phase of business Preview 06:30
  • 3: 3. Decision Making Process and Need of IT systems 20:21
  • 4: 4. Problem Structure and Decision Support System 11:12
  • 5: 5, Introduction to BI Applications 17:43
  • 6: 6. Dashboard presentation systems 07:19
  • 7: 7. Different Types of Charts used in BI DashBoards 29:31
  • 8: 8. Good DashBoard and BSC 12:32
  • 9: 9. Examples of Bad Dashboards 1 06:35
  • 10: 9. Examples of Bad Dashboards 2 01:09
  • 11: 10. Process of KPI Development 26:14

• Data Warehouse - How we store and keep the data 1:05:17

  • 12: 11. Overview of Data warehouse Preview 07:34
  • 13: 11.1 More explaining of data warehouse and steps in processing 08:51
  • 14: 12. Data Warehouse Architecture - Tiers 17:37
  • 15: 13. Data Warehouse - compomemts 15:02
  • 16: 14. Approach to develop data structure and Models of database 16:13

• Fundamentals of data mining and process 1:24:25

  • 17: 15. Basics of Data Mining - Meaning 35:11
  • 18: 15.1 Basics of Data Mining - Stages of DM 24:45
  • 19: 16. Data Mining Technique - Classification 07:15
  • 20: 17. Data mining - Clustering 01:52
  • 21: 18. Data Mining - Association Rules 04:41
  • 22: 19. Data Mining Applicatons - Banking 02:40
  • 23: 19. Data Mining Applicatons - CRM 03:37
  • 24: 19. Data Mining Applicatons - other industries 04:24

This course will teach you three main things.

1. Meaning Business Intelligence and process of developing business intelligence system -

We will let you through the process of making business decisions, the process of analysis, How to develop Dashboards, How to identify KPIs, and align with business needs.

2. Meaning of Data and basics of database management and design

In this section we will learn what data is included (its much more than text and tables), How we store the data and analysise the data through data warehouse process

3. Understand what is data mining and how data mining can be used in business.

We will take you through basis process of data mining. THIS COURSE IS NOT FOR YOU IF YOU ARE LOOKING TO LEARN ALGORITHMS OR REAL PROGRAMMING. In this course we will focus on how you can use data mining techniques in understanding and resolving business problems.

Business Intelligence is necessary at every step of business whether planning, growing, scaling, and day-to-day decision making. We will learn how we can create intelligent systems.

We will also learn how to design and create a dashboard by choosing the right KPIs balancing all key prospects of the business.

The cornerstone of business intelligence is data and its storage. we will learn what are different types of data and how it is stored in a database. We will earn the essentials of data ware.

Data mining is important due to the large data volumes generated by society. we will learn how we can use this vast data in business applications

• Data analysis enthusiasts
• data mining students
• business professionals
• dashboard analysis

• this is fundamental course and does not require any prior understanding

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