Data Management and Database Systems for BI

4 hours

Duration

Materials

Objectives

Session Overview

Advanced study of database systems, data modeling techniques, relational and dimensional modeling, and database design principles specifically for business intelligence applications.

Learning Objectives

By the end of this session, you should be able to:

Master relational database concepts and SQL for BI applications
Design and implement dimensional data models using star and snowflake schemas
Apply normalization and denormalization techniques for analytical databases
Understand slowly changing dimensions and historical data management
Implement indexing strategies and query optimization for BI workloads
Design fact tables, dimension tables, and bridge tables for complex BI scenarios

Course Materials

Download materials for offline study and reference

Database Design for BI Complete Manual (70 pages)

Available material

Dimensional Modeling Techniques and Patterns

Available material

SQL for Business Intelligence Query Collection

Available material

Slowly Changing Dimensions Implementation Guide

Available material

Database Performance Tuning for Analytics

Available material

Data Modeling Tools and Software Tutorials

Available material

Complex BI Schema Design Examples

Available material

Database Administration for BI Environments

Available material