Free Online ETL Courses & MOOCs

Apache Spark for Data Engineering and Machine Learning (edX)

EdX

IBM

Apache Spark for Data Engineering and Machine Learning (edX)

Computer Science

Dive into the world of big data processing and machine learning with our introductory course on Apache Spark. Whether you're new to data engineering or looking to enhance your ML skills, this course provides a hands-on approach to understanding and applying Spark's powerful capabilities in Structured Streaming, Extract-Transform-Load (ETL) processes for Machine Learning pipelines, and Spark ML techniques.

Self Paced

Self-Paced

ML Machine Learning Apache Spark

Coursera

IBM

ETL and Data Pipelines with Shell, Airflow and Kafka (Coursera)

CS: Information & Technology

Discover the secrets to converting raw data into valuable insights with our expert-led course on ETL and Data Pipelines. Dive deep into Shell scripting, Apache Airflow for scheduling, and Kafka for real-time data streaming. Whether you're a beginner or an experienced professional, this course will equip you with the skills needed to manage complex big data workflows effectively.

Jul 13th 2026

5-12 Weeks

ETL Kafka Data Pipelines

EdX

IBM

Data Engineering Capstone Project (edX)

Computer Science

Embark on a hands-on journey to master the art of data engineering with our Capstone Project. Dive into practical applications of SQL, NoSQL, RDBMS, Bash scripting, Python for data manipulation, ETL processes, data warehousing, business intelligence tools, and big data technologies. This course is your final step in becoming a proficient Data Engineer, where you'll apply all the skills learned throughout your educational journey.

Self Paced

Self-Paced

Python NoSQL SQL

Coursera

Google

The Path to Insights: Data Models and Pipelines (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the world of data with 'The Path to Insights: Data Models and Pipelines'. This course is part of the Google Business Intelligence Certificate program and focuses on teaching you the fundamentals of data modeling and ETL processes. Gain valuable skills in designing databases, extracting raw data from source systems, transforming it for analysis, and loading it into a format that drives business insights.

Jul 13th 2026

4 Weeks

Databases Data Management Data Modeling

Building ETL and Data Pipelines with Bash, Airflow and Kafka (edX)

EdX

IBM

Building ETL and Data Pipelines with Bash, Airflow and Kafka (edX)

Engineering Computer Science

Dive into this comprehensive course where you'll learn how to construct robust ETL and data pipeline solutions using powerful tools like Bash scripts, Apache Airflow, and Kafka. Gain the expertise needed to automate data collection, transformation, and loading processes for a streamlined and efficient BI platform.

Self Paced

Self-Paced

ETL Kafka Bash

Coursera

AWS

Data Analytics and Databases on AWS (Coursera)

CS: Information & Technology Statistics & Data Analysis

Discover the transformative potential of data analytics through this engaging 'Data Analytics and Databases on AWS' course. Designed for beginners and professionals alike, this course will equip you with essential skills in leveraging Amazon's cloud platform to analyze and manage databases effectively. Dive into a world where data-driven decisions lead to informed strategies and improved outcomes.

Jul 13th 2026

3 Weeks

Databases Data Warehouse Data Analytics

Coursera

Edureka

Build a Data Warehouse in AWS (Coursera)

CS: Information & Technology

Embark on an immersive learning journey with our 'Build a Data Warehouse in AWS' course. Designed for professionals seeking to harness the power of cloud-based data warehousing, this course focuses on Amazon Redshift – a powerful tool that enables you to build scalable and efficient data warehouses. Whether you're new to data warehousing or looking to enhance your existing skills, this course provides a structured pathway to mastering the intricacies of AWS data solutions.

Jul 13th 2026

4 Weeks

SQL Data Warehousing Data Warehouse

EdX

AI (Pragmatic AI Labs)

Cloud Data Engineering (edX)

Computer Science

Dive into the world of Cloud Data Engineering with our expert-led course designed for those looking to master data processing in a cloud-native environment. Gain hands-on experience with distributed systems, big data technologies like Hadoop and Spark, and explore serverless solutions for efficient data management. This course is perfect for aspiring data engineers, developers, and anyone interested in leveraging the power of cloud computing for data-driven applications.

Self Paced

Self-Paced

Cloud Computing ETL Cloud Storage

EdX

AI (Pragmatic AI Labs)

Data Engineering with Databricks (edX)

Computer Science

Unlock the potential of your data with 'Data Engineering with Databricks'. This course will equip you with the skills needed to design, implement, and manage robust data engineering solutions on Databricks' innovative platform. From creating efficient ETL pipelines to mastering data transformations with Apache Spark and leveraging Delta Lake for reliable data management, this course covers all aspects of modern data engineering.

Self Paced

Self-Paced

Apache Spark Data Transformation ETL