Data Warehouse Fundamentals

This course is part of multiple programs. Learn more

Instructors: Ramesh Sannareddy +1 more

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What you'll learn

  •   Job-ready data warehousing skills in just 6 weeks, supported by practical experience and an IBM credential.
  •   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.
  •   How to design and load data into a data warehouse, write aggregation queries, create materialized query tables, and create an analytics dashboard.
  • Skills you'll gain

  •   Data Lakes
  •   Data Mart
  •   Snowflake Schema
  •   Data Cleansing
  •   Extract, Transform, Load
  •   Database Systems
  •   Data Modeling
  •   PostgreSQL
  •   Database Design
  •   Star Schema
  •   Data Quality
  •   Data Validation
  •   Data Warehousing
  •   IBM DB2
  •   SQL
  •   Data Architecture
  •   Query Languages
  •   Data Integration
  • There are 3 modules in this course

    A data warehouse centralizes and organizes data from disparate sources into a single repository, making it easier for data professionals to access, clean, and analyze integrated data efficiently. This course teaches you how to design, deploy, load, manage, and query data warehouses, data marts, and data lakes. You’ll dive into designing, modeling, and implementing data warehouses, and explore data warehousing architectures like star and snowflake schemas. You’ll master techniques for populating data warehouses through ETL and ELT processes, and hone your skills in verifying and querying data, and utilizing concepts like cubes, rollups, and materialized views/tables. Additionally, you’ll gain valuable practical experience working on hands-on labs, where you’ll apply your knowledge to real data warehousing tasks. You’ll work with repositories like PostgreSQL and IBM Db2, and complete a project that you can refer to in interviews.

    Designing, Modeling, and Implementing Data Warehouses

    Final Assignment and Final Quiz

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