ETL Design and Implementation
Description
This is a data engineering course in advance level to learn the essential concepts and implementation of an
ETL framework in typical Data Warehouse environments.
COURSE OBJECTIVES
•To understand various stages in Data Warehouse development process
•To create ETL jobs adoptable to almost any data source
•To Filter, Modify and Unite data
•To build standalone jobs that run on a schedule or based on
an event
•To make jobs more user-friendly for non-technical users
COURSE SYLLABUS
•Data Warehousing Concepts
•Data Warehousing Architecture
•Data Warehousing Design: Building Blocks
•Data Sourcing
•Script Requirements for Data Sourcing
•Metadata
•Data Integration
•File Validation
•The Staging Layer
•Business Validation Layer
•Data Warehouse Layer
•Developing ETL with SSIS
•Developing ETL with Talend
•Developing ETL with Tableau
•Testing Techniques in ETL
•Mapping examples
•Audit, Balance and Control
•Configuration Management