Build a team that owns the data stack.

Hands-on programme covering Lakehouses, Data Factory pipelines, Spark notebooks, and Direct Lake Power BI integration.

Topics covered

• OneLake architecture & shortcuts
• Data Factory pipeline authoring
• Spark & SQL endpoints
• Real-time analytics with Eventhouse
• Row-level security & governance

From Snowflake basics to advanced cost optimisation, clustering, and Snowpipe streaming — all with real enterprise datasets.

Topics covered

• Virtual warehouses & credits
• Snowpipe & Kafka connector
• Time Travel & Fail-safe
• dbt on Snowflake
• Cost monitoring & budgets

End-to-end training on Delta Lake, MLflow, Feature Store, and Unity Catalog. Build production ML pipelines from scratch.

Topics covered

• Delta Lake ACID transactions
• Structured Streaming
• MLflow tracking & registry
• Unity Catalog data governance
• Databricks Asset Bundles (CI/CD)

LLMs, RAG pipelines, anomaly detection, and time-series forecasting — all applied to ERP and supply chain problems.

Topics covered

• LLM prompt engineering & fine-tuning
• RAG with Azure OpenAI
• Time-series forecasting (Prophet, LSTM)
• Anomaly detection at scale
• Productionising ML models