PYSPARK ACADEMY • MODULE 35PySpark Expert Capstone
Solve comprehensive 10-part enterprise capstone challenges combining raw JSON ingestion, schema enforcement, CDC deduplication, window ranking, and partitioned export.
Production📚 10 Lessons⭐ 0 / 8560 XP⏳ In Progress
0 / 10 Lessons Completed (0%) LESSON 291🔓 Capstone Part 1: Schema Enforcement on Dirty JSON Payloads
⏱ 3 Mins • ⭐ 800 XP • Production
LESSON 292🔒 Capstone Part 2: Automated Null Imputation and Cleaning
⏱ 3 Mins • ⭐ 810 XP • Production
LESSON 293🔒 Capstone Part 3: CDC Natural Key Deduplication
⏱ 3 Mins • ⭐ 820 XP • Production
LESSON 294🔒 Capstone Part 4: Dimension Enrichment via Broadcast Join
⏱ 3 Mins • ⭐ 830 XP • Production
LESSON 295🔒 Capstone Part 5: Multi-Tier Categorization & Risk Scoring
⏱ 3 Mins • ⭐ 840 XP • Production
LESSON 296🔒 Capstone Part 6: Window Feature Engineering for Analytics
⏱ 3 Mins • ⭐ 850 XP • Production
LESSON 297🔒 Capstone Part 7: Dimensional Aggregation and Gold Mart Creation
⏱ 3 Mins • ⭐ 860 XP • Production
LESSON 298🔒 Capstone Part 8: Partition Optimization and Compaction
⏱ 3 Mins • ⭐ 870 XP • Production
LESSON 299🔒 Capstone Part 9: Partitioned Lakehouse Write with Dynamic Overwrite
⏱ 3 Mins • ⭐ 880 XP • Production
LESSON 300🔒 Capstone Part 10: Complete Enterprise Production Data Pipeline
⏱ 3 Mins • ⭐ 1000 XP • Production