Getting Started with Data Warehousing and BI Analytics

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What Will You Learn?

  • Explore the architecture, features, and benefits of data warehouses, data marts, and data lakes and identify popular data warehouse system vendors.
  • Design and populate a data warehouse, and model and query data using CUBE, ROLLUP, and materialized views.
  • Identify popular data analytics and business intelligence tools and vendors and create data visualizations using IBM Cognos Analytics.
  • Design and load data into a data warehouse, write aggregation queries, create materialized query tables, and create an analytics dashboard.

Course Content

Module 1: Data Warehouses, Data Marts and Data Lakes

  • Data Warehouse Overview
  • Popular Data Warehouse Systems
  • Selecting a Data Warehouse System
  • [OPTIONAL] IBM Db2 Warehouse
  • Data Marts Overview
  • Data Lakes Overview
  • Data Lakehouses Explained

2 readings

2 quizzes

1 app item

2 plugins

Module 2: Designing, Modeling and Implementing Data Warehouses

3 readings

2 quizzes

6 app items

1 plugin

Module 3: Data Warehouse Analytics

1 reading

2 quizzes

5 plugins

Module 4: Final Assignment and final Quiz

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