ETL and Data Pipelines with Shell, Airflow and Kafka
Completed by Päivi Ruokolainen
January 20, 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: Data Cleansing
- Category: Shell Script
- Category: Bash (Scripting Language)
- Category: Data Warehousing
- Category: Data Pipelines
- Category: Data Integration
- Category: Data Mart
- Category: Data Lakes
- Category: Data Processing
- Category: Apache Airflow
- Category: Performance Tuning
- Category: Extract, Transform, Load
