Data Analytics

Data Analytics: Foundations to Practice

A 14-module, in-depth data analytics course written to the standard of a FAANG-level internal training program: deep frameworks, named sources, real trade-offs, and common failure modes for each topic. This course is entirely conceptual and tool-agnostic — no programming language, SQL, or specific software syntax is taught — focusing instead on how to think rigorously about data, regardless of which tool eventually executes the analysis.