ETL Courses and Certifications

ETL and ELT in Python

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

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

Azure Data Factory +Synapse Analytics End to End ETL project

335 ratings at Udemy

Complete end to end Project on OTT platform using Azure Data Factory and Azure Synapse Analytics from Scratch with Labs

• Udemy
• 5 hours 1 minute
• Self-Paced
• Paid Course

Tableau Prep Masterclass: Data Preparation, Analysis & ETL

257 ratings at Udemy

Tableau prep for Data Preparation | Data Cleaning | Data validation | Data integration before Analysis & Visualization

• Udemy
• 4 hours 11 minutes
• Self-Paced
• Paid Course

SQL/ETL Developer - T-SQL/Stored Procedures/ETL/SSIS

244 ratings at Udemy

Develop ETL solutions using SSIS, T-SQL, and stored procedures. Learn data integration, transformation, and management techniques for SQL Server databases, enhancing your skills in handling complex business data challenges.

• Udemy
• 6 hours 32 minutes
• Self-Paced
• Paid Course

Building an Async CLI Tool for ETL Pipelines in Python

Master building a production-ready async CLI ETL tool in Python, integrating dataclasses, pattern matching, and asyncio into a complete portfolio-worthy project.

• CodeSignal
• 4 hours
• Self-Paced
• Free Certificate

Serverless Data Processing with Dataflow - Writing an ETL Pipeline using Apache Beam and Cloud Dataflow (Python)

In this lab, you a) build a batch ETL pipeline in Apache Beam, which takes raw data from Google Cloud Storage and writes it to Google BigQuery b) run the Apache Beam pipeline on Cloud Dataflow and c) parameterize the execution of the pipeline.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Serverless Data Processing with Dataflow - Writing an ETL pipeline using Apache Beam and Cloud Dataflow (Java)

In this lab, you a) build a batch ETL pipeline in Apache Beam, which takes raw data from Google Cloud Storage and writes it to Google BigQuery b) run the Apache Beam pipeline on Cloud Dataflow and c) parameterize the execution of the pipeline.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Event-Driven Serverless ETL

Hands-on simulation for designing and implementing event-driven serverless ETL solutions on AWS. Practice real-world scenarios, interact with AI customers, and build in a live AWS Console environment.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: ETL at the Edge

Learn to design and implement ETL solutions at the edge using AWS IoT, Greengrass, Kinesis, and S3 through interactive AI-powered simulations and hands-on practice in a live AWS environment.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Event-Driven ETL Automation

Learn to design and implement event-driven ETL automation using AWS services like Glue, Lambda, Step Functions, Athena, and S3 through an AI-powered simulation and hands-on practice in a live AWS environment.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Discover AI

DocETL: AI Agents for Complex Document Processing and Data Transformation

Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.

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

Career Certificate

IBM Relational Database Administrator with GenAI

61557 ratings at Coursera

Master database administration through hands-on experience with MySQL, PostgreSQL, and IBM Db2. Build expertise in SQL queries, data warehousing, ETL pipelines, security, and performance optimization while developing real-world projects.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Career Certificate

Generative AI for Data Engineers

11652 ratings at Coursera

Explore generative AI applications in data engineering, from ETL pipelines to prompt engineering techniques. Learn popular models for text, code, image, audio, and video generation using tools like IBM Watsonx.

• Coursera
• 8 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 2 courses

Career Certificate

Professional Certificate Program in Data Analytics Generative AI and Adaptive Systems

375 ratings at Simplilearn

Master data analytics, GenAI, and adaptive systems with tools like Python, SQL, Tableau, and Azure, earning certificates from IIT Delhi's IHFC and Microsoft upon completion.

• Simplilearn
• 8 months
• Self-Paced
• Paid Course

SQLBits

Delta Live Tables - Building Reliable ETL Pipelines with Azure Databricks

Build fast, reliable, and scalable ETL pipelines using Delta Live Tables on Azure Databricks. Learn declarative approaches and see demos of simple and complex streaming pipelines.

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