Databricks

• Databricks Labs Data Generator
• Using Auto Loader on Azure Databricks with AWS S3
• Using and Abusing Auto Loader's Inferred Schema
• Scheduling Databricks Cluster Uptime

Data Lake

• Introduction to Data Lakes
• Deep Dive Into Data Lakes - SQL Bits

Data Mesh

• What is Data Mesh?
• Data Mesh Deep Dive
• Data Domain Fictional Case Study in Retail
• Data Product Fictional Case Study in Retail

Data Science

• Forecasting Methods and Principles

SQL

• Triangulation Arbitrage in SQL
• CI CD with Synapse Serverless

Testing

Strategy

• Why Data Quality is Important
• What do we mean by Self-Serve

Data Modelling

• Tabular Automation with TMSL and PowerShell - SQL Bits