Definitive Guide to Building Data Products

SYNQ

Chapters

Setting Expectations

Testing & Monitoring

Ownership & Alerting

Continuous Improvement

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Chapters

1.

Introduction

More is expected from data teams
The Data Product Reliability Workflow

2.

Setting Expectations

Identifying your data products
Defining your data products
Determining the priority of data products
Establishing SLAs for your data products

3.

Testing & Monitoring

Anti-patterns
Designing a Testing Strategy
Testing Sources
Testing Transformations

4.

Ownership & Alerting

Getting started with ownership
Defining ownership
Notifying the right people
Adopting incident management

5.

Continuous Improvement

Picking the right metrics
Tracking and obtaining the metrics
Operationalizing insights

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