Capstone: Build and Optimize a Lakehouse Pipeline — Roadmap Step & Re…
A complete pipeline covering ingestion, table format choice, and performance tuning
- Level: beginner
- Estimated time: 1 days
- Roadmap: Big Data Processing & Lakehouse Engineering
Before this step
Interview questions
- Walk me through how you'd design a lakehouse architecture for a company migrating off a traditional data warehouse.
Study resources
- Databricks Documentation (Article) — Official documentation for the Databricks managed Spark and lakehouse platform. Background reading/viewing for: Capstone: Build and Optimize a Lakehouse Pipeline.
- freeCodeCamp (Video) — freeCodeCamp's full data engineering course, useful for portfolio-building projects. Relevant to: Capstone: Build and Optimize a Lakehouse Pipeline.
Part of
- Career and Capstone — section
- Big Data Processing & Lakehouse Engineering roadmap — the full learning path