This course teaches you three main things:
1. Meaning of Business Intelligence and process of developing business intelligence system
We will lead 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 (it’s much more than text and tables), how we store the data and analyze the data through data warehouse process.
3. Understand what data mining is 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 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 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.
Course Key Concepts: Business Intelligence, Data Mining practical use, Data warehouse, Database design, Use of data analysis.
Prerequisites
<p>No advanced preparation or prerequisites are required for this course.</p>
Learning Objective
- Identify and understand the meaning of Meaning of Business Intelligence and how we make decisions.
- Explore different types of Data and methods of Data Analysis.
- Recognize how to develop Business Intelligence and Performance Dash Boards.
- Discover and learn how to KPIs and development process.
- Explore fundamentals of Data Mining, Data Warehouse and Database Structures.
Last updated/reviewed: March 15, 2024
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Lesson Questions and Answers0 Questions
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INTRODUCTION AND OVERVIEW
- Introduction to What is Business Intelligence 4:22
- Starting Case in Understanding BI 5:30
- Decision Making Process and Need of IT systems 18:28
- Problem Structure and Decision Support Framework 10:16
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Business Intelligence Applications
- BI Applications-Data Analysis 15:16
- BI Applications: Dashboard presentation systems 6:42
- Different Types of Charts used in BI Dashboards 21:44
- Good Dashboard and Balance Score Card 11:56
- Examples of Bad Dashboards 1:03
- Process of KPI Development 19:30
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DATA MANAGEMENT
- Overview of Datawarehouse 6:58
- Data Warehouse Processing Steps 8:16
- Data Warehouse Architecture - Tiers 16:14
- Data Warehouse - Components 13:12
- Approach to Develop Data Structure and Models of Database 14:26
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DATA MINING
- Basics of Data Mining 18:24
- Stages of Data Mining 21:46
- Data Mining Technique - Classification 6:28
- Data Mining Technique- Clustering 1:36
- Data Mining - Association Rules 4:18
- Data Mining Applications - Banking 2:34
- Data Mining Applications - CRM 2:24
- Data Mining Applications - Other Industries 4:02
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CONTINUOUS PLAY
- Fundamentals Business Intelligence and Introduction to Data Mining 3:55:24
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SUPPORTING MATERIAL
- Slides: Fundamentals Business Intelligence and Introduction to Data Mining PDF
- Fundamentals Business Intelligence and Introduction to Data Mining Glossary/Index PDF
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REVIEW AND TEST
- REVIEW QUESTIONS quiz
- FINAL EXAM exam
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