ETL Courses and Certifications

The ASF

Modern ETL for Text Vector Data Using Apache SeaTunnel and Amazon Bedrock

Discover how to build modern ETL pipelines for text vector data using Apache SeaTunnel and Amazon Bedrock for efficient data processing and AI applications.

• YouTube
• 17 minutes
• On-Demand
• Free Video

AWS Events

Universal Data Connectivity with ETL and SQL Queries - ANT209

Explore AWS data integration capabilities for analytics, ML, and AI workloads with zero-ETL, query federation, and scalable pipeline solutions.

• YouTube
• 54 minutes
• On-Demand
• Free Video

AWS Events

Enterprise-Scale ETL Optimization for Apache Spark - ANT336

Discover enterprise-scale ETL optimization techniques for Apache Spark on AWS Glue, EMR, and SageMaker to build unified, secure, high-performance data pipelines with enhanced governance.

• YouTube
• 50 minutes
• On-Demand
• Free Video

ETL - Extract Trino Load: A Case for Trino as a Batch Processing Engine

Explore Trino's potential as a powerful batch processing engine for ETL workflows, examining its capabilities and advantages in data integration tasks.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Prodramp

Data Engineering and Storage Concepts - With ETL, ELT, Warehouse, Lake, and Lake House

Comprehensive overview of data engineering concepts, including storage solutions, ETL/ELT processes, and modern data architectures like data mesh, with practical examples and best practices for effective data management.

• YouTube
• 27 minutes
• On-Demand
• Free Video

PASS Data Community Summit

Managing ETL Change Using BIMLScript

Automate ETL processes using BIMLScript and metadata to easily adapt to source file changes, demonstrated with US census data and applicable to SSIS and Azure Data Factory.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Conference Talk

TALEND - Data Integration & ETL with Talend

81 ratings at Udemy

Master Talend Data Integration with our comprehensive course, from beginner to expert, through real-world projects

• Udemy
• 7 hours 53 minutes
• On-Demand
• Paid Course

ETL Processing on Google Cloud Using Dataflow and BigQuery

14 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
• On-Demand
• Paid Course

Building ETL and Data Pipelines with Bash, Airflow and Kafka

7 ratings at edX

This course provides you with practical skills to build and manage data pipelines and Extract, Transform, Load (ETL) processes using shell/python scripts, Airflow and Kafka.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

BI Foundations with SQL, ETL and Data Warehousing

Comprehensive program covering SQL, ETL, data warehousing, and BI analytics. Gain hands-on skills in Linux, data pipelines, and interactive reporting to prepare for in-demand data professional roles.

• Coursera
• 22 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

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
• On-Demand
• Free Certificate

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
• On-Demand
• Paid Course

Microcredential

SQL, ETL and BI Fundamentals

Gain proficiency in SQL, ETL, data warehousing, and BI analytics. Master Linux commands, Bash scripting, and tools like Airflow and Kafka. Develop practical skills for data engineering and analysis.

• edX
• 17 weeks, 2-3 hours a week
• On-Demand
• $326.00
• 4 courses

Microsoft Fabric - The Complete Guide

4360 ratings at Udemy

Master Microsoft Fabric from Foundation to Mastery: A Practical and Comprehensive Guide

• Udemy
• 9 hours 59 minutes
• On-Demand
• Paid Course

Databricks Certified Data Engineer Professional -Preparation

4188 ratings at Udemy

UPDATED: V30 Nov 2025 | Preparation for Databricks Data Engineer Professional certification exam with hands-on training

• Udemy
• 5 hours 1 minute
• On-Demand
• Paid Course