Course Now Available: Transform, Curate, and Analyze Data in Oracle AI Data Platform Workbench

Candace Marles-Oracle

You’ve established your data foundation. Now it’s time to turn raw inputs into curated, business-ready datasets for analytics and AI.

The second e-learning module in the Oracle AI Data Platform Workbench Essentials series, Transform, Curate, and Analyze Data in Oracle AI Data Platform Workbench, guides you through the practical next steps: organizing team work, provisioning compute, running notebooks, transforming data across bronze, silver, and gold layers, and applying AI-assisted enrichment techniques in a governed environment.

In this course, you’ll learn how to:

• Create and organize a workspace to support collaborative data projects
• Set up and manage compute clusters to power notebook execution and analytics workloads
• Run and debug Python and SQL in notebooks, including interpreting results and logs
• Apply data transformation techniques to build a medallion architecture, progressing data through bronze, silver, and gold layers
• Use Generative AI for enrichment, such as summarizing unstructured text and performing sentiment analysis as part of your transformations (with an emphasis on validating outputs)
• Write curated “gold” data out for downstream consumption, including targets like Oracle Autonomous AI Lakehouse and Oracle Fusion AI Data Platform

Who should take this course?

This module is ideal for data professionals who are new to AIDP Workbench and have either completed the first course in the series or have equivalent experience with catalogs and external connections.

Continue your learning

This course also connects you to additional resources and hands-on options to help you apply what you learn in a real environment.

This is the second e-learning module in the Oracle AI Data Platform Workbench Essentials series. The third module is coming soon!

Select this link to access the course: Transform, Curate, and Analyze Data in Oracle AI Data Platform Workbench.

Bhaskar Konar

The step by step coverage from workspace setup to bronze–silver–gold transformations and AI-based enrichment will be very helpful for data teams getting started with AIDP Workbench.

Thanks for sharing @Candace Marles-Oracle!