ETL and Data Pipelines with Shell, Airflow and Kafka
Completed by Magdalena Wojtała
January 26, 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 Integration
- Category: Bash (Scripting Language)
- Category: Data Warehousing
- Category: Data Cleansing
- Category: Data Pipelines
- Category: Apache Airflow
- Category: Apache Kafka
- Category: Data Processing
- Category: Data Lakes
- Category: Performance Tuning
- Category: Extract, Transform, Load
- Category: Shell Script
