Data Engineering Courses and Certifications

NashKnolX

Data Engineering with Databricks - Leveraging the Lakehouse Platform for ETL Pipelines

Build production ETL pipelines on Databricks with incremental processing, workflow orchestration, and code promotion.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

NashKnolX

Data Engineering: A Deep Dive into Databricks

See how Databricks supports data engineering workflows, with Apache Spark at the center of data transformation.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Canonical Ubuntu

Open Source Data Lakehouse Architecture with Spark and Kyuubi - Engineering Deep Dive

A practical walkthrough of an open-source lakehouse architecture using Spark and Kyuubi for analytics on unified datasets.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Conf42

Platform Engineering for Modern Data Infrastructure

Explore how platform engineering shapes modern data infrastructure through self-service platforms, cost optimization, automation, observability, and security.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

EuroPython Conference

Data Governance 101 - Stop Firefighting, Start Engineering

Learn how data contracts, semantic layers, and treating data as a product can reduce data debt and prevent recurring engineering firefights.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Conf42

Prompt Engineering for Data Engineering

Explore how prompt engineering and large language models can reshape data engineering workflows, including practical applications, implementation considerations, and future data interaction.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

AWS Events

Agentic Data Engineering with AWS Analytics MCP Servers - ANT335

Explore how AWS Analytics MCP servers let AI agents orchestrate analytics operations through natural language, with deployment patterns and production practices for data engineering workflows.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

CodeWithYu

Building Agentic Self-Healing Data Pipeline - End to End Data Engineering Project

Build an Airflow pipeline that uses local AI agents to diagnose data quality failures, repair records, and generate health reports.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Data Manipulation at Scale: Systems and Algorithms

773 ratings at Coursera

Learn the landscape of scalable data systems: relational algebra and parallel databases, MapReduce thinking, Spark programming, NoSQL key-value stores, and algorithms for graph-structured data.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• Paid Course

Data Engineering Career Guide and Interview Preparation

105 ratings at Coursera

Prepare for data engineer job hunting: understand the role, build a resume and portfolio, craft cover letters and an elevator pitch, research openings, and handle interviews and code challenges.

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

The Complete Hands-On Introduction to Apache Airflow 3

14465 ratings at Udemy

Learn to author, schedule and monitor data pipelines through practical examples using Apache Airflow

• Udemy
• 4 hours 37 minutes
• Self-Paced
• Paid Course

Azure Data Engineering Masterclass: ADF, Databricks, PySpark

1580 ratings at Udemy

Build Production ETL Pipelines using Azure Data Factory, Azure Databricks, PySpark, SQL, Delta Lake, Spark Internals

• Udemy
• 1 day 4 hours 53 minutes
• Self-Paced
• Paid Course

AWS Certified Data Engineer Associate 2026 - Hands On!

13652 ratings at Udemy

AWS DEA-C01 certification prep course with exercises and 2 full-length practice exams. Redshift, Glue, Athena, and more

• Udemy
• 1 day 26 minutes
• Self-Paced
• Paid Course

Informatica PowerCenter - Beginner to Expert Level

13759 ratings at Udemy

Master Informatica, server installation to advanced data processing, in-depth exploration of transformation techniques

• Udemy
• 19 hours 28 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Python NoSQL Data Engineering with MongoDB

73 ratings at Coursera

Manage and analyze MongoDB databases from Python with PyMongo: CRUD operations, aggregation pipelines, indexing and performance tuning, plus restaurant and banking case studies.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses