Technical curriculum

Choose your next skill.

Seven focused courses. Follow the full learning path or start with the technology that matches your goals.

Learning paths

Courses built around real work

Each course combines explanation, guided practice, checkpoints, and a portfolio-ready outcome.

Beginner

Learn Python 3 through a beginner-first progression of guided practice, mini-projects, debugging, testing, and a final command-line application.

12 units

Beginner

Build reliable data workflows with Python, pandas, NumPy, and production-grade coding practices.

3 units

Intermediate

Master Scala 3 through a progressive path from language foundations to type-safe, tested, and production-ready data applications.

12 units

Intermediate

Process large datasets with Spark SQL, DataFrames, partitioning, and performance-aware transformations.

3 units

Intermediate

Build trustworthy data products with profiling, contracts, automated validation, and quality observability.

3 units

Advanced

Build event-driven systems with Kafka topics, partitions, consumer groups, delivery semantics, and schemas.

3 units

Advanced

Design fault-tolerant streaming pipelines with event time, windows, watermarks, and checkpoints.

3 units