ETL and Data Pipelines with Shell, Airflow and Kafka
Completed by Joy Sen
March 2, 2026
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: Performance Tuning
- Category: Extract, Transform, Load
- Category: Apache Airflow
- Category: Data Transformation
- Category: Data Integration
- Category: Data Lakes
- Category: Data Warehousing
- Category: Shell Script
- Category: Data Pipelines
- Category: Bash (Scripting Language)
- Category: Data Processing
- Category: Command-Line Interface

