01
01 — Foundations
Core programming and database skills used in data engineering.
PLATFORM
AI & Data Engineering Platform
A structured roadmap for data engineering education and the technology foundation behind financial-data and AI products.
LEARNING PATHS
Build skills in the order real projects need them.
02
02 — Distributed Processing
Understand distributed computation and data processing patterns.
03
03 — Streaming
Design event-driven and near-real-time pipelines.
04
04 — Cloud Data Engineering
Build cloud-native ingestion, storage and processing workflows.
05
05 — Lakehouse & Warehouse
Model analytical data for scalable consumption.
06
06 — Production Engineering
Operate pipelines with reliability, governance and delivery controls.
PROJECT-BASED
Move from notes to implementation.
Project labs connect the learning paths to realistic data-engineering architectures and operational concerns.