ETL Courses and Certifications

SF Python

Design Patterns for Data Pipelines Beyond ETL

Discover essential design patterns for managing complex data pipelines in Python, focusing on advanced transformation techniques and Django integration for robust ETL workflows.

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

Data Engineer/Data Scientist - Power BI/ Python/ ETL/SSIS

343 ratings at Udemy

Hands-on training in data engineering and science using Power BI, Python, ETL, and SSIS. Learn to connect, extract, clean, transform, load, and visualize data from various sources for effective business analytics.

• Udemy
• 13 hours 17 minutes
• On-Demand
• Paid Course

Data Engineering - ETL, Web Scraping ,Big Data,SQL,Power BI

335 ratings at Udemy

Hands on Data Interaction using - ETL, Web Scraping ,Big Data,SQL,Power BI

• Udemy
• 12 hours 22 minutes
• On-Demand
• Paid Course

AWS Events

Deep Dive into Databases Zero-ETL Integrations - DAT445

1 review

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
• On-Demand
• Free Video

Data Warehouse & ETL with SQL Server, SSIS, SSDT & TSQL

150 ratings at Udemy

Learn to design data warehouses, build ETL pipelines, deploy SSIS packages, and deliver business intelligence

• Udemy
• 5 hours 51 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• Conference Talk

Toronto Machine Learning Series (TMLS)

Reaching Lightspeed Data Science - ETL, ML, and Graph with NVIDIA RAPIDS

Accelerate data science workflows using GPUs and RAPIDS. Learn performance gains, easy migration, and new possibilities in ETL, ML, and graph analytics.

• YouTube
• 1 hour 19 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video