Free Online Data Pipelines Courses & MOOCs

Coursera

DeepLearning.AI

Data Pipelines with TensorFlow Data Services (Coursera)

CS: Software Engineering Computer Science

Dive into the world beyond modeling with 'Data Pipelines with TensorFlow Data Services.' This course will equip you with the skills to deploy machine learning models effectively and optimize your data pipelines for superior performance. From understanding complex deployment scenarios to leveraging data more efficiently in training models, this specialization is designed to bridge the gap between theory and application.

Aug 3rd 2026

4 Weeks

ETL TensorFlow Artificial Neural Networks

Coursera

Imperial College London

Customising your models with TensorFlow 2 (Coursera)

Data Science

Dive into Customising Your Models with TensorFlow 2 and unlock the potential to create highly specialized deep learning models for any application. This course will guide you through developing intricate model structures, crafting bespoke layers, and establishing a versatile data handling system using TensorFlow's powerful lower-level APIs.

Aug 3rd 2026

5-12 Weeks

Machine Learning Modeling APIs

Coursera

University of California, Davis

Healthcare Data Models (Coursera)

Health & Society CS: Information & Technology

Explore the world of healthcare data models and embark on a career where your analytical skills can significantly impact patient care and healthcare efficiency. This course offers an in-depth look at how to harness the power of healthcare data analytics to create meaningful insights that lead to improved health outcomes, cost savings, and enhanced healthcare accessibility.

Aug 3rd 2026

4 Weeks

Healthcare Healthcare Data Data Models

Coursera

Icahn School of Medicine at Mount Sinai

Big Data Science with the BD2K-LINCS Data Coordination and Integration Center (Coursera)

Health & Society Science

Dive into the world of big data science with this specialized course offered by Coursera in collaboration with the BD2K-LINCS Data Coordination and Integration Center. This course is designed to equip you with essential skills in handling, processing, and analyzing large datasets related to biological systems. From understanding metadata and ontologies to mastering data normalization techniques and leveraging RESTful APIs for data serving, this course covers a wide array of topics crucial for big data analysis in the biomedical field.

Jul 27th 2026

5-12 Weeks

Network Analysis Big Data

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 27th 2026

5-12 Weeks

ETL Kafka Data Pipelines

Coursera

IBM

Data Engineering Capstone Project (Coursera)

CS: Information & Technology

Embark on the final step of IBM's Data Engineering Professional Certificate with this hands-on capstone project course. Dive into a practical use case, assuming the role of a junior data engineer and applying all the skills acquired throughout the program to design and implement an effective data solution.

Jul 27th 2026

5-12 Weeks

Python NoSQL Spark

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 27th 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

Duke University

Advanced Data Engineering (Coursera)

CS: Software Engineering

Unlock the potential to manage massive datasets with ease through this comprehensive Advanced Data Engineering course. Designed for data scientists, engineers, and those looking to enhance their data handling skills, this program will equip you with the latest tools and strategies to efficiently scale your data engineering systems.

Jul 27th 2026

4 Weeks

Databases Database Management Queues