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Data Warehousing

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Your Instructor

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Sahil Goyal

Course Overview

This course provides a comprehensive introduction to Data Warehousing, Business Intelligence, ETL, Testing, and Project Management concepts essential for modern data-driven projects. It begins with the fundamentals of Data Warehousing, including architectures, data models, dimensions, and facts.

Learners will explore key Business Intelligence concepts like KPIs and metrics, followed by a deep dive into ETL processes, tools, and load types. The course also covers essential software development methodologies including SDLC and Agile, with practical insights into Scrum and design thinking.

A strong emphasis is placed on testing, including manual, automated, and ETL-specific testing techniques. Real-world case studies and hands-on exercises ensure practical understanding, preparing learners for roles in data engineering, QA, and analytics.

What you'll get out of this course

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Learn Data Warehousing Basics: Understand key concepts like dimensions, facts, data models, schemas (Star, Snowflake), and the architecture of a data warehouse including staging and ODS layers.

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Understand BI and ETL Fundamentals: Grasp the basics of Business Intelligence, KPIs, and metrics, along with ETL processes like extraction, transformation, and loading, including load types and snapshot tables.

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Explore Project Management and SDLC: Learn about project management principles, SDLC models, Agile methodology, Scrum basics, and how design thinking and risk management are applied in projects.

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Gain Testing Knowledge: Understand types of software testing, test lifecycle, defect management, and the difference between manual, automated, and ETL testing across different data layers.

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Apply Concepts Through Case Studies: Reinforce learning with real-world case studies in dimensional modeling, ETL implementation, testing scenarios, and Agile project workflows.

Course content

1

Week 1

5 items

5 lectures

Your Instructor

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Sahil Goyal

No additional information available about this instructor at the moment.

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