Data Engineering Courses and Certifications

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
• 16 hours
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs Credential

Data Engineering Foundations

Master data engineering with Python, Rust, SQL, and tools like Pandas, FastAPI, and Kubernetes. Build pipelines, automate workflows, and optimize data systems through hands-on learning across Linux, containerization, and cloud platforms.

• edX
• 32 weeks, 3-6 hours/week
• Self-Paced
• $3,592.00
• 8 courses

Packt

AI-Powered DevOps and Data Engineering on AWS

Master AI-powered development with Amazon Q Developer, automating tasks, generating code, scanning security vulnerabilities, and streamlining DevOps and data engineering workflows on AWS.

• Coursera
• 3 hours
• Self-Paced
• Paid Course

Master Data Engineering using GCP Data Analytics

964 ratings at Udemy

Learn GCS for Data Lake, BigQuery for Data Warehouse, GCP Dataproc and Databricks for Big Data Pipelines

• Udemy
• 19 hours 36 minutes
• Self-Paced
• Paid Course

Data Engineering on AWS - The complete training

495 ratings at Udemy

Build your confidence and credibility as data engineer on AWS Cloud

• Udemy
• 18 hours 51 minutes
• Self-Paced
• Paid Course

Data Engineering Project SQL, Python, Airflow, Docker, CI/CD

430 ratings at Udemy

Become a Data Engineer by Learning APIs, SQL, Python, Docker, Airflow, CI/CD, Functional/ Data Quality Tests and more!

• Udemy
• 5 hours 12 minutes
• Self-Paced
• Paid Course

Data Engineering for Beginner using Google Cloud & Python

323 ratings at Udemy

Basic data engineering : python, pandas, google cloud platform (GCP) bigquery, spark on dataproc, gcs, data warehouse

• Udemy
• 8 hours 4 minutes
• Self-Paced
• Paid Course

Azure Data Engineering Masters: Build Scalable Solutions

312 ratings at Udemy

Master Data Engineering with Azure: From Fundamentals to Real-World Projects in Spark, SQL, and Databricks

• Udemy
• 2 days 3 hours 28 minutes
• Self-Paced
• Paid Course

Data Engineering Bootcamp

259 ratings at Udemy

Learn Data Engineering basics: data architecture, ETL vs ELT, cloud pipelines, and workflow orchestration

• Udemy
• 9 hours 20 minutes
• Self-Paced
• Paid Course

Master Data Engineering: Concepts to Production

76 ratings at Udemy

Data Engineering: SQL, Python, Unix, Spark, Cloud, AWS, ETL, Data Quality , Data Governance & Data Architecture

• Udemy
• 10 hours 25 minutes
• Self-Paced
• Paid Course

Get started with data engineering on Azure

Comprehensive introduction to Azure's data engineering platform, covering Data Lake Storage Gen2 and Synapse Analytics. Learn key concepts, features, and practical applications for efficient big data processing and analytics.

• Microsoft Learn
• 56 minutes
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Certificate