ETL Courses and Certifications

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

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

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

Data Science Conference

How Bosch Power Tools Leverages User Data and AI for Consumer Feedback and ETL Pipeline Management

Discover how Bosch Power Tools harnesses AI and data analytics to process consumer feedback, maintain language consistency, and optimize ETL pipelines for enhanced customer satisfaction.

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

SQLBits

Better ETL with Managed Airflow in Azure Data Factory

Discover Managed Airflow in ADF for complex data workflows. Learn about Apache Airflow, its benefits for ETL orchestration, and see practical demonstrations of its implementation in Azure.

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

NashKnolX

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

Leverage Databricks Lakehouse Platform to build ETL pipelines, use Delta Live Tables, and orchestrate tasks with Workflows for efficient data processing.

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

NashKnolX

Azure Data Factory: Cloud ETL Service for Data Integration and Transformation

Master Azure Data Factory for serverless data integration and transformation, with code-free UI and SSIS compatibility.

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

PASS Data Community Summit

Managing ETL Change Using BIMLScript

Automate ETL processes using BIMLScript and metadata to easily adapt to source file changes, demonstrated with US census data and applicable to SSIS and Azure Data Factory.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Conference Talk

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

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

Conf42

Beyond ETL - Revolutionizing Data Engineering Workflows

Discover how AI transforms traditional ETL processes, exploring modern data engineering workflows, AI-powered tools, and strategic implementation approaches for the future.

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

Databricks

GPU Accelerated Spark Connect - End-to-End GPU Acceleration for ETL and ML Applications

Discover how to achieve 9x performance gains and 80% cost reduction using NVIDIA GPU-accelerated plugins with Spark Connect for no-code ETL and ML acceleration.

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