- Introduction to Databricks Lakehouse
- Setting-up a Databricks Workspace
- Connecting to Storage
- Creating Delta Tables
- Data Profiling and Modeling in the Lakehouse
- Extracting from Source and Loading to Bronze
- Transforming to Create Silver
- Transforming to Create Gold for Business Purposes
- Machine Learning and Data Science
- SQL Analysis
- Graph Analysis
- Visualizations
- Governance
- Operations
- Tips, Tricks, Troubleshooting, and Best Practices