Data Engineering

Data Engineering Mastery

Advanced judgment in integrating data ingestion, storage, and processing within enterprise systems. For those who already build and maintain pipelines, this course focuses on subtle failures, trade-offs, and restraint.

Goal:

Learn how to integrate ingestion, storage, and processing into enterprise systems.

3Lessons

6Micro-lessons

AdvancedDifficulty

Lesson 1

Ambiguity in Data Ingestion

Navigating unclear data sources and unpredictable loads.

Start2 Micro-lessons

Micro lesson 1

Trusting Unverified Sources

Micro lesson 2

Overreacting to Data Spikes

Lesson 2

Storage Trade-offs Under Pressure

Long-term risks of optimizing storage for speed or cost.

Start2 Micro-lessons

Micro lesson 1

Optimizing Storage for Today Only

Micro lesson 2

Ignoring Silent Corruption

Lesson 3

Processing at Scale: When to Intervene

Recognizing when intervention in processing pipelines causes more harm than good.

Start2 Micro-lessons

Micro lesson 1

Premature Pipeline Intervention

Micro lesson 2

Escalating Minor Failures