Skip to main content
DatabricksPySparkSnowflakeApache Airflow
Code Keys/PySpark Academy/Module 24
PYSPARK ACADEMY • MODULE 24

Production Data Engineering

Build production pipelines handling change data capture, strict schema validation, natural key deduplication, data quality assertions, and skew mitigation.

Production📚 8 Lessons⭐ 0 / 11280 XP⏳ In Progress
0 / 8 Lessons Completed (0%)
CHALLENGE CURRICULUM

Module Lessons

0 / 8 Complete
LESSON 185

🔓 Change Data Capture (CDC) Incremental Processing

⏱ 2 Mins • ⭐ 1300 XP • Production

Start Mission →
LESSON 186

🔒 Strict Schema Validation & FAILFAST Handling

⏱ 2 Mins • ⭐ 1320 XP • Production

LESSON 187

🔒 Natural Key Deduplication with Window row_number()

⏱ 3 Mins • ⭐ 1380 XP • Production

LESSON 188

🔒 Handling Late-Arriving & Out-of-Order Events

⏱ 2 Mins • ⭐ 1390 XP • Production

LESSON 189

🔒 Automated Data Quality Rule Assertions

⏱ 3 Mins • ⭐ 1420 XP • Production

LESSON 190

🔒 Partition-Pruned Incremental Daily Ingestion

⏱ 2 Mins • ⭐ 1440 XP • Production

LESSON 191

🔒 Salting Large Joins to Mitigate Data Skew

⏱ 3 Mins • ⭐ 1480 XP • Production

LESSON 192

🔒 End-to-End Enterprise Silver Layer Ingestion Pipeline

⏱ 3 Mins • ⭐ 1550 XP • Production

← Previous ModuleNext Module →