Google Cloud
Build Batch Data Pipelines on Google Cloud
Design batch data pipelines on Google Cloud.
1 dayIntermediate1 modules
About this course
Design batch data pipelines on Google Cloud. In one day you will decide when batch is right, build scalable ingestion and transformation, add data quality controls and orchestrate and monitor your pipelines.
What you'll learn
- Determine whether batch data pipelines are the correct choice for your business use case
- Design and build scalable batch data pipelines for high-volume ingestion and transformation
- Implement data quality controls within batch pipelines to ensure data integrity
- Orchestrate, manage, and monitor batch data pipeline workflows, implementing error handling and observability using logging and monitoring tools
Curriculum
1 modules
- When to Choose Batch Data Pipelines
- Design and Build Batch Data Pipelines
- Common Data Quality in Batch Data Pipelines
- Orchestrate and Monitor Batch Data Pipelines
Who it's for
Data engineers and analysts on Google Cloud.
Before you start
- Prior to attending this training, students should have basic proficiency with data warehousing and SQL (preferably Python)
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