AI-Driven Data Modeling Using ChatGPT and Copilot: Harness AI Tools for Powerful Data Modeling and Streamlined ETL Processes

Dr. Florian Detzel

$109.99

Video Jan 2026 14hrs 43mins 1st Edition

Dr. Florian Detzel

$109.99

Video Jan 2026 14hrs 43mins 1st Edition

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Key benefits

Comprehensive guide to AI-driven data modeling with ChatGPT and Copilot
Mastering the streamlining of data modeling, ETL processes, and business intelligence
Practical case studies, demos, and hands-on exercises using modern tools

Description

This course combines AI-driven data modeling with fundamental data modeling concepts. You’ll start by understanding key principles such as conceptual, logical, and physical models, followed by dimensional modeling, additivity in facts, and conformed dimensions. These concepts are applied in Power BI for data visualization and analysis. Next, you’ll explore advanced techniques like Slowly Changing Dimensions (SCDs), normalized modeling, and star schemas. Hands-on exercises will help you build skills in MySQL setup, case studies, and creating data models with tools like dbdiagram.io and draw.io. You’ll also learn about data architectures such as data lakes and data warehouses. In the final project, you’ll apply your learning to a real-world case, from data modeling and ETL pipeline creation to Power BI integration. Using AI tools like ChatGPT and GitHub Copilot, you’ll enhance your workflow by automating tasks like schema documentation, fact and dimension identification, and data quality checks. By the end, you'll be equipped to tackle complex data modeling challenges with AI tools.

Who is this book for?

This course is ideal for data analysts, data engineers, business intelligence professionals, and anyone interested in AI-driven data modeling. A basic understanding of data structures and databases is helpful but not required. Whether you're looking to enhance your skills or integrate AI tools into your workflow, this course will provide valuable insights and hands-on experience.