ETL and Data Pipelines with Shell, Airflow and Kafka
Completed by Martin Schneider
December 29, 2025
17 hours (approximately)
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What you will learn
Describe and contrast Extract, Transform, Load (ETL) processes and Extract, Load, Transform (ELT) processes.
Explain batch vs concurrent modes of execution.
Implement ETL workflow through bash and Python functions.
Describe data pipeline components, processes, tools, and technologies.
Skills you will gain
- Category: Data Lakes
- Category: Data Transformation
- Category: Apache Airflow
- Category: Performance Tuning
- Category: Extract, Transform, Load
- Category: Data Mart
- Category: Shell Script
- Category: Data Integration
- Category: Bash (Scripting Language)
- Category: Data Warehousing
- Category: Data Cleansing
- Category: Data Pipelines
