Data Engineering Courses and Certifications

CodeWithYu

Kubernetes for Modern Data Engineering: An End-to-End Data Engineering Project

Master Kubernetes for data engineering: set up, deploy dashboard, run Apache Airflow with Helm charts. Learn kubectl, manage clusters, and optimize workflows for scalable data processing.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

CodeWithYu

Realtime Streaming with Apache Flink - End-to-End Data Engineering Project

Build an end-to-end data engineering project using Apache Flink, Kafka, Elasticsearch, and Docker. Learn real-time data processing, create scalable pipelines, and develop streaming dashboards for sales analytics.

• YouTube
• 2 hours 26 minutes
• On-Demand
• Free Video

CodeWithYu

Realtime Socket Streaming with Apache Spark - End-to-End Data Engineering Project

Build a real-time data streaming pipeline using TCP/IP Socket, Apache Spark, OpenAI LLM, Kafka, and Elasticsearch. Process 7 million records for sentiment analysis and efficient data indexing.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

SQLBits

Azure Data Engineering Tools: Choosing Between Data Factory, Databricks, and Synapse Analytics

Explore Azure data engineering tools: Data Factory, Databricks, and Synapse Analytics. Learn their strengths, use cases, and how to choose the right one for your project.

• YouTube
• 40 minutes
• On-Demand
• Free Video

PASS Data Community Summit

From ETL to Data Engineering with Azure Data Factory

Explore modern Azure Data Factory features for efficient, scalable data pipelines. Learn parameterization, dynamic workflows, and integration with Azure Databricks for cloud-native ETL solutions.

• YouTube
• 1 hour
• On-Demand
• Conference Talk

Microcredential

Data Streaming

147 ratings at Udacity

Develop real-time data processing skills using Apache Spark, Kafka, and streaming technologies. Build fluency in modern data engineering tools and create live analytics applications.

• Udacity
• 53 hours
• On-Demand
• Paid Course

Linux and Bash for Data Engineering

132 ratings at Coursera

Master Linux and Bash essentials for data engineering tasks. Learn file management, shell scripting, and command-line tools to enhance your development environment and solve common data problems efficiently.

• Coursera
• 2 days 17 hours 34 minutes
• On-Demand
• Paid Course

Scripting with Python and SQL for Data Engineering

109 ratings at Coursera

Learn Python and SQL for data engineering: work with data structures, connect to databases, perform web scraping, and execute SQL queries using modern tools. Gain practical skills for effective data manipulation and extraction.

• Coursera
• 1 day 2 minutes
• On-Demand
• Paid Course

Cloud Data Engineering

92 ratings at Coursera

Develop data engineering skills for cloud computing, covering serverless pipelines, ETL, databases, and storage. Apply best practices through hands-on projects using AWS, Azure, or GCP.

• Coursera
• 1 day 17 hours 11 minutes
• On-Demand
• Paid Course

PostgreSQL Summary Stats and Window Functions

87 ratings at DataCamp

Learn how to create queries for analytics and data engineering with window functions, the SQL secret weapon!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

MLOps

Discover essential MLOps practices for managing, deploying, and monitoring machine learning in production through hands-on experience and practical applications.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Spark, Hadoop, and Snowflake for Data Engineering

64 ratings at Coursera

Master data engineering with Hadoop, Spark, and Snowflake. Build efficient pipelines, optimize platforms, and integrate MLflow. Explore Databricks for analytics and machine learning, while applying DevOps and DataOps methodologies.

• Coursera
• 1 day 5 hours 55 minutes
• On-Demand
• Paid Course

Understanding Data Topics

12 ratings at DataCamp

Data literacy isn't just for data specialists; it's a fundamental life skill that everyone needs.

• DataCamp
• 10 hours
• On-Demand
• Free Trial Available

Understanding Microsoft Azure

34 ratings at DataCamp

Learn about the power of Microsoft Azure and cloud computing software to help you improve your data engineering skills.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

ETL and ELT in Python

29 ratings at DataCamp

Learn to build effective, performant, and reliable data pipelines using Extract, Transform, and Load principles.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available