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Batch Processing with Apache Beam

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Welcome (2:17)
What is Apache Beam (2:14)
Apache Beam concepts (2:06)
Design a pipeline (2:24)
Install Apache Beam (2:51)

Develop a pipeline

Create a pipeline (2:45)
Configure pipeline options (3:25)
Read data from CSV file (3:42)
Format data with Map (6:02)
Transform data with ParDo and DoFn (8:00)
Call external API from DoFn (5:27)
Access side input (7:06)
Combine data (2:23)
Format output (2:02)
Write output CSV file (3:27)

Deploy to Cloud Dataflow

What is Cloud Dataflow (1:26)
Set up Google Cloud environment (2:57)
Run pipeline on Cloud Dataflow (7:40)
Clean up in Google Cloud (0:49)

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