Learning Tracks

Master essential patterns through comprehensive, step-by-step learning tracks

Data Architecture

From Data Lake to Data Mesh and Table Formats

13 Modules View Track

Azure Cloud Engineering

Cloud patterns and Azure implementations

2 Modules View Track

Advanced Pandas

Deep dive into Pandas patterns and performance

5 Modules View Track

Polars Migration

Master the next-gen DataFrame library

3 Modules View Track

PySpark Engineering

Distributed processing with PySpark

5 Modules View Track

SQL Patterns

Query optimization and database patterns

2 Modules View Track

Ensemble Learning

From Decision Trees to XGBoost pipelines

3 Modules View Track