ETL Courses and Certifications

SQLBits

Declarative ETL Pipelines with Delta Live Tables - Modern Software Engineering for Data Analysts and Engineers

Modernize ETL pipelines using Delta Live Tables for efficient data management. Learn development, production, and best practices for reliable, testable, and scalable data processing.

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

AWS Events

Analyze Amazon Aurora PostgreSQL Data in Amazon Redshift with Zero-ETL Integration

Discover how to seamlessly integrate Amazon Aurora PostgreSQL with Amazon Redshift using zero-ETL capabilities, enabling real-time data analysis and warehouse updates within seconds.

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

ETL Testing: From Beginner to Expert

3206 ratings at Udemy

ETL Testing: Essential course for all software testing professionals.

• Udemy
• 18 hours 56 minutes
• Self-Paced
• Paid Course

AWS Events

Deep Dive into Databases Zero-ETL Integrations - DAT445

1 rating

Explore AWS zero-ETL integrations to eliminate complex data pipelines between Aurora, DynamoDB, RDS and Redshift, SageMaker, OpenSearch for real-time analytics.

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

Data Warehouse Developer-SQL Server/ETL/SSIS/SSAS/SSRS + AI

2152 ratings at Udemy

Master modern data warehousing with AI-assisted ETL, ChatGPT-powered dimensional modeling, and Python analytics

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

ETL - Extract Trino Load: A Case for Trino as a Batch Processing Engine

Explore Trino's potential as a powerful batch processing engine for ETL workflows, examining its capabilities and advantages in data integration tasks.

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

Databricks

How DLT Stretched CDC Capabilities and Kept ETL Limber at Hinge Health

Explore how Hinge Health optimized CDC architecture using Delta Live Tables, enhancing data reliability and scalability for their digital MSK clinic while reducing costs and meeting SLAs.

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

Databricks

Architecture Analysis for ETL Processing - CPU vs GPU

Explore GPU acceleration for ETL operations, comparing CPU and GPU architectures. Learn about performance gains in database operations and SQL query acceleration using GPUs.

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

Prodramp

Data Engineering and Storage Concepts - With ETL, ELT, Warehouse, Lake, and Lake House

Comprehensive overview of data engineering concepts, including storage solutions, ETL/ELT processes, and modern data architectures like data mesh, with practical examples and best practices for effective data management.

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

Security BSides San Francisco

Reinventing ETL for Detection and Response Teams

Explore innovative strategies for efficient, cost-effective data collection and log enrichment tailored to Detection and Response teams' unique requirements in cybersecurity.

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

MLOps World: Machine Learning in Production

Parallelizing Your ETL with Dask on Kubeflow

Leverage Dask's parallelism capabilities on Kubeflow for advanced ETL processing. Learn to use the Dask Operator to optimize resource utilization in interactive Jupyter sessions and pipeline workflows.

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

Data Science Conference

Introduction to Orchestrating ETL Processes with Apache Airflow

Master Apache Airflow's workflow management capabilities for ETL processes through practical examples. Learn core concepts like DAGs, Tasks, Variables, and XComs while building efficient data engineering pipelines.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

Open Data Science

Leveraging Large Language Models for ETL, Analytics, and Modern Data Stack

Discover how Large Language Models revolutionize data workflows, from ETL processes to analytics automation, with practical insights on implementation challenges and production deployment strategies.

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

OSACon

The Real Modern Data Stack - Building ETL Pipelines with Open Source Tools

Discover how to build powerful, cost-effective ETL data stacks using open-source tools like sling, dbt, duckdb, and dagster - transforming months of implementation into rapid deployment.

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

DevOpsDays Tel Aviv

Beyond Object Storage: Mount Your S3 for AI, ETL, and Data Exploration

Explore how Amazon S3 Mountpoint and lakeFS provide streamlined access to S3 data for AI, ETL, and data exploration, offering version control, branching, and optimized workflows for large-scale applications.

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