ETL Courses and Certifications

NashKnolX

Data Engineering with Databricks - Leveraging the Lakehouse Platform for ETL Pipelines

Leverage Databricks Lakehouse Platform to build ETL pipelines, use Delta Live Tables, and orchestrate tasks with Workflows for efficient data processing.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

NashKnolX

Azure Data Factory: Cloud ETL Service for Data Integration and Transformation

Master Azure Data Factory for serverless data integration and transformation, with code-free UI and SSIS compatibility.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Data Science Conference

Introduction to Orchestrating ETL Processes with Apache Airflow

Master Apache Airflow's workflow management capabilities for ETL processes through practical examples. Learn core concepts like DAGs, Tasks, Variables, and XComs while building efficient data engineering pipelines.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Parallelizing Your ETL with Dask on Kubeflow

Leverage Dask's parallelism capabilities on Kubeflow for advanced ETL processing. Learn to use the Dask Operator to optimize resource utilization in interactive Jupyter sessions and pipeline workflows.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Open Data Science

Leveraging Large Language Models for ETL, Analytics, and Modern Data Stack

Discover how Large Language Models revolutionize data workflows, from ETL processes to analytics automation, with practical insights on implementation challenges and production deployment strategies.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

OSACon

The Real Modern Data Stack - Building ETL Pipelines with Open Source Tools

Discover how to build powerful, cost-effective ETL data stacks using open-source tools like sling, dbt, duckdb, and dagster - transforming months of implementation into rapid deployment.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Power BI Masterclass

113 ratings at CreativeLive

Master Power BI from scratch — connect to data sources, clean datasets, and build interactive dashboards that transform raw numbers into actionable business insights.

• CreativeLive
• 18 hours
• Self-Paced
• Paid Course

Alteryx Masterclass for Data Analytics, ETL and Reporting

1453 ratings at Udemy

Alteryx bootcamp for Analytics Automation and ETL. Perform data analysis & create reports using Alteryx Designer

• Udemy
• 5 hours 58 minutes
• Self-Paced
• Paid Course

Apache NiFi Complete Master Course - HDP - Automation ETL

1133 ratings at Udemy

Next Gen Data Flow. Process - distribute data using powerful, reliable framework. Apache Nifi, Nifi Registry, Minifi

• Udemy
• 5 hours 3 minutes
• Self-Paced
• Paid Course

ETL Processing on Google Cloud Using Dataflow and BigQuery

15 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will build several Data Pipelines that will ingest data from a publicly available dataset into BigQuery.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Power Query Bootcamp

5 ratings at CreativeLive

Master Power Query to clean, transform, and organize data—applying structured transformations, reshaping datasets with Pivot, Unpivot, and Transpose, and combining multiple data sources efficiently.

• CreativeLive
• 6 hours
• 18th Sep, 2026
• Paid Course

Working with DataFrames in PySpark

Master PySpark DataFrames for advanced data manipulation, from creation to complex operations like filtering, joins, and handling missing data - all designed for large-scale dataset management.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Pragmatic AI Labs

ETL Pipelines with Rust

Master building production-grade ETL pipelines in Rust with type-safe extraction, error handling, and testing to prevent silent data loss and runtime panics.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

EDUCBA

Apply ETL Testing Techniques for Retail Data Pipelines

Master ETL testing for retail data pipelines through hands-on validation of pricing logic, multi-store consolidation, and layered data transformations using real-world scenarios.

• Coursera
• 5 hours 21 minutes
• Self-Paced
• Paid Course

Transforming and Analyzing Data with AWS Glue & Athena

Master ETL pipelines using AWS Glue and PySpark—convert JSON to Parquet, catalog data with Glue Crawlers, and run fast SQL analytics with Athena across raw, processed, and curated data lake zones.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate