The full AI Data Engineer learning tree as an interactive graph. Hover a node to highlight its connections; click to open that topic. View as indexed list instead.
Two tiers: Foundations (blue) covers the durable data engineering stack -- SQL, dbt, Spark, Airflow, and Data Warehousing. AI Layer (amber) covers where data engineering meets AI -- RAG, Vector Databases, Embeddings, Training Data, Evals, Context Engineering, and Data Contracts. Edges show the related links between topics.
New resources and perspective on building AI-ready data systems, a few times a month. No spam.