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What do we need to think about when building a pipeline?
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Classroom Contents
Best Practices for Building and Deploying Data Pipelines in Apache Spark
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- 1 Intro
- 2 Cox Automotive
- 3 KPMG Lighthouse
- 4 What is this talk about?
- 5 What do we mean by 'Data Pipeline?
- 6 Who is in a data team?
- 7 What do we need to think about when building a pipeline?
- 8 What about the business logic?
- 9 What about deployments?
- 10 What are the main challenges?
- 11 How were we dealing with the main challenges?
- 12 Could we make better use of the skills in the team?
- 13 What tools and frameworks would we need to provide?
- 14 How would we design a Data Engineering framework?
- 15 How would we like to manage deployments?
- 16 Simpler data ingestion
- 17 Simpler business logic development
- 18 Simpler environment management
- 19 Simpler deployments
