4.35 (40 reviews)
☑ Meaning of Business Intelligence
☑ What is Data
☑ Data Analysis
☑ Developing Business Intelligence
☑ Performance Dash Boards
☑ KPIs and development process
☑ Data Mining meaning and fundamentals
☑ Data Warehouse
☑ Database Structures
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
Business Intelligence and DashBoard
What is the meaning of Business Intelligence
Starting Case in understanding BI needs in different phase of business
Decision Making Process and Need of IT systems
Problem Structure and Decision Support System
Introduction to Business Intelligence Applications
Dashboard & presentation systems
Different Types of Charts and their usage in BI Dashboards
Characteristics of Good Dashboard and link with Balance Score Card system
Examples of Bad design of Dashboards - You should avoid - Part 1
Examples of Bad design of Dashboards - you must AVOID
Process of KPI Development for using in Business Intelligence Dashboard
Knowledge Check on Business Intelligence
Data Warehouse - How to we store and keep the data
Overview of Data warehouse
More Detailed explanation of data warehouse and steps in processing
Data Warehouse Architecture - Tiers
Components of Data Warehouse
Approach to develop data structure and Models of database
Fundamentals of Data Mining and Process
Basics of Data Mining - Meaning
Basics of Data Mining - Stages of DM
Data Mining Technique - Classification
Data mining - Clustering
Data Mining - Association Rules
Data Mining Applications - Banking
Data Mining Applications - CRM
Data Mining Applications - other industries
Final Check point
Brilliant. Very digestible but would like to have real life case to practice the data mining process from AZ
It was good, and very clear, but more oriented for people with no previous knowledge in the subject. Also the quizzes could have more questions.