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Immutable Inputs
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Classroom Contents
Designing Resilient Data Pipelines
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- 1 Intro
- 2 What are we going to cover today?
- 3 Data Pipelines Crash Course
- 4 Observability
- 5 Metrics Collection
- 6 Pipeline Latency
- 7 Status Monitoring
- 8 Immutable Inputs
- 9 Benefits of Idempotency and immutability
- 10 Declarative Pipeline Example
- 11 Benefits of Pipelines as Code
- 12 Usable Data
- 13 Pros and cons of Data Validation
- 14 Adding Validators to Data Pipelines
- 15 Common Concerns
