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Introduction to Data Analytics
Technology and Tools for Data Analysis
Datasources and Data Warehouse
Transforming and Loading Data to DWH
Data Visualization
Learning Objectives
OLAP vs OLTP Systems
About Datasources
Types of Datasources
Big Data
Data Processing
About Data Normal Forms
Data Normal Forms
Fact and Dimension Tables
SCD (Slowly Changing Dimensions)
Stage Tables
About Data Warehousing (DWH)
Data Warehousing (DWH)
About Data Warehouse Design Techniques
Data Warehouse Design Techniques
Kimball Approach
Inmon Methodology
Golden Records
About DWH Schemas
DWH Schemas
Star Schema
Snowflake Schema
Data Modelling
Data Modelling in Infoveave
Summary
Practice Questions
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Practice Questions