Data Engineering Courses and Certifications

Transition from Data Science to Data Engineering

96 ratings at LinkedIn Learning

Make the shift from data scientist to data engineer in this skills-based career development course.

• LinkedIn Learning
• 47 minutes
• On-Demand
• Free Trial Available

Data Engineering Course for Beginners

Master data engineering essentials: databases, Docker, analytical engineering, Airflow pipelines, Spark batch processing, and Kafka streaming. Culminates in a hands-on project to build a complete end-to-end pipeline.

• freeCodeCamp
• 3 hours 4 minutes
• On-Demand
• Free Video

Introduction to Data Engineering

Learn the fundamentals of data engineering and gain insights into the world of big data management and decision-making.

• Zero To Mastery
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - Foundations

Explore essential data engineering concepts, AWS services, and tools for building, automating, and securing data solutions. Learn about CI/CD, IaC, serverless applications, and cost optimization.

• AWS Skill Builder
• 2 hours
• On-Demand
• Free Certificate

Introduction to Data Engineering on Google Cloud

Learn data engineering on Google Cloud, covering roles, challenges, and solutions. Explore data sources, formats, storage, migration, pipeline patterns, and automation techniques for efficient data management.

• Google Skills
• 9 hours 30 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Data Engineering on AWS - A Data Warehouse Solution

Learn to design, implement, and optimize a cloud-based data warehouse solution using AWS services. Gain hands-on experience with Amazon Redshift, data pipelines, security, and best practices for enterprise-level data management.

• AWS Skill Builder
• 3 hours 45 minutes
• On-Demand
• Paid Course

The Data Engineering Bootcamp: Zero to Mastery

Discover end-to-end data engineering with real-time pipelines using Kafka & Flink, AWS data lakes, Spark ML workflows, and LLM integration for production-ready systems.

• Zero To Mastery
• 17 hours
• On-Demand
• Paid Course

Microcredential

Data Engineering Foundations Professional Certificate by Astronomer

Master SQL, Python, and Apache Airflow to design scalable data solutions through hands-on practice with real-world scenarios and earn an industry-endorsed certificate.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Microcredential

Explore AI for Data Engineering

Master AI-driven data engineering through comprehensive training covering fundamentals, generative AI workflows, vector databases, and RAG applications for modern data professionals.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Microcredential

Explore a Career in Data Engineering

Begin your career working with core data engineering tools and platforms. This foundational learning path will take you from fundamental data engineering concepts and skills to implementing a full data pipeline.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 6 courses

Microcredential

Advance Your Data Engineering Skills

Elevate your data engineering skills with hands-on practice in pipeline building, dbt, Airflow, and more. Solve real-world problems and create end-to-end projects using modern tools.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 8 courses

Microcredential

Master Data Engineering

Data engineering is one of the fastest-growing areas within the tech space. Master the tools and skills needed to be successful in this quickly evolving and in-demand market, such as Kafka, SQL, Python, dbt, and Snowflake.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 7 courses

Microcredential

Develop Your Rust Skills for Data Engineering

Elevate your Rust skills for data engineering through hands-on exercises, challenges, and projects. Learn key concepts, apply Rust to data tasks, and build end-to-end solutions.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 6 courses

Microcredential

Data Engineering Hands-On Practice

Practice makes perfect! It's time to flex those programming muscles and practice what you've learned. This learning path provides you with guided challenges and projects so you can continue developing and applying your skills as a data engineer.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 5 courses

Amazon Web Services;  Amazon

Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs)

Learn to build scalable batch data pipelines on AWS using services like Glue, EMR, and Athena. Gain hands-on experience with data ingestion, processing, cataloging, and serving for analytics and machine learning.

• AWS Skill Builder
• 4 hours 25 minutes
• On-Demand
• Paid Course