ETL and Data Pipelines with Shell, Airflow and Kafka
Completed by Lars Bahnmueller
September 30, 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: Apache Airflow
- Category: Data Warehousing
- Category: Performance Tuning
- Category: Extract, Transform, Load
- Category: Data Integration
- Category: Data Mart
- Category: Shell Script
- Category: Bash (Scripting Language)
- Category: Data Lakes
- Category: Data Cleansing
- Category: Data Pipelines
- Category: Data Processing
