Level 3 · Advanced¶
Modules¶
- Understanding the Execution Plan (explain(), Physical vs. Logical Plan)
- Shuffle Optimization
- Handling Skewed Data
- Spark Structured Streaming Basics
- Performance Tuning (Executor Memory & Cores)
- Adaptive Query Execution
- Broadcast Joins at Scale
- Monitoring Jobs with the Spark UI
- Checkpointing & Fault Tolerance
- Capstone — Tuned Batch Pipeline