Fundamentals of Data Architecture


Layered diagram showing data flowing from source systems through staging, core, and semantic layers into data products.

Data architecture fundamentals: the staging, core, and semantic layers, why architecture is not tools, and how batch and streaming data land.

Fundamentals of Graph Databases


Diagram showing nodes connected by edges representing the graph database model.

Why graph databases exist, when to use them, and how they differ from relational databases. Learn nodes, edges, and relationship-first querying.