Data Engineering Courses and Certifications

AI Skills for Engineers: Data Engineering and Data Pipelines

3 ratings

Good data is central to effective AI applications. This course teaches the basics of data for AI, covering what data is needed, how to extract data from existing databases and basic data skills includ

• edX
• 6 weeks, 5-7 hours a week
• Self-Paced
• Free Certificate

Introduction to Big Data

34 ratings

Explore the Big Data landscape: the six V's, people/organization/sensor data sources, a five-step data science process, and hands-on Hadoop with HDFS, YARN and MapReduce.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Engineering Basics for Everyone

30 ratings at edX

Learn about data engineering concepts, ecosystem, and lifecycle. Also learn about the systems, processes, and tools you need as a Data Engineer in order to gather, transform, load, process, query, and

• edX
• 4 weeks, 9-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Understanding Modern Data Architecture

1284 ratings at DataCamp

Introduction to modern data architectures The world is constantly changing thanks to data, and every day the amount of data to be processed is even bigger.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Data Engineering Capstone Project

6 ratings at edX

This Capstone Project is designed for you to apply and demonstrate your Data Engineering skills and knowledge in SQL, NoSQL, RDBMS, Bash, Python, ETL, Data Warehousing, BI tools and Big Data.

• edX
• 6 weeks, 2-3 hours a week
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs

Spark, Hadoop, and Snowflake for Data Engineering

Gain the skills for building efficient and scalable data pipelines. Explore essential data engineering platforms (Hadoop, Spark, and Snowflake) and learn how to optimize them using Python, PySpark, an

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs

Advanced Data Engineering

Become an expert in scaling data systems. Master Celery, Airflow, graph databases. Build real-world solutions for massive datasets and complex workflows. Optimize performance at enterprise scale. 10

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs

Rust Data Engineering

Use Rust's power for high-performance, concurrent data pipelines - from core principles to real-world deployments.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs

Cloud Data Engineering

Master data engineering for cloud-native applications through distributed systems, big data, and serverless technologies.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Mastering Generative AI for Data Engineering

Learn to apply AI models to enhance productivity for tasks like architecture design, database querying, ETL workflows, and data analysis. Explore ethical considerations and prove your skills with a re

• edX
• 4 weeks, 3-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Aalto University Career Certificate

Foundations and Modern Practices of Data and AI Engineering

The Foundations and Modern Practices of Data and AI Engineering program equips participants with the essential knowledge and hands-on skills needed to design and maintain scalable, high-performance da

• Aalto University Executive Education
• 15 hours
• Self-Paced
• Paid Course

Introduction to Data Engineering on Google Cloud

Take the first step toward becoming a data engineer with Google Cloud and edX — build key skills, deepen your understanding of the role, learn how to solve challenges, and plan your next move.

• edX
• 2 weeks, 7-9 hours a week
• Self-Paced
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Data Engineering on AWS - Foundations

Explore data engineering roles, discovery, architectures, pipelines, security, and AWS tools including CI/CD, IaC, serverless applications, and cost optimization.

• AWS Skill Builder
• 2 hours
• Self-Paced
• Free Certificate

Data Engineering Course for Beginners

Build a data pipeline from scratch using Docker, SQL, dbt, CRON, Airflow, and Airbyte.

• freeCodeCamp
• 3 hours 4 minutes
• Self-Paced
• Free Video

Introduction to Data Engineering on Google Cloud

Explore core data engineering pipeline patterns on Google Cloud, from ingestion and migration to batch, streaming, transformation, and workflow automation.

• Google Skills
• 9 hours 30 minutes
• Self-Paced
• Paid Course