ETL Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Free Video

Data Science Conference

Introduction to Orchestration ETL Processes with Apache Airflow

Discover how to orchestrate ETL processes using Apache Airflow, exploring its architecture, DAGs, Tasks, Variables, Params, and XComs through practical examples for effective data engineering pipeline management.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Code Sync

Using FLAME and Oban for ETL

Discover how FLAME and Oban revolutionize ETL by migrating from multi-cloud complexity to a simplified monolithic architecture, enabling real-time features and streamlined BEAMOps.

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

Confreaks

Small Footprint ETL with Django - Building Async Data Pipelines

Discover how to build efficient ETL systems using Django, exploring async libraries, GraphQL integration, and Discord connectivity for complex data processing and enrichment.

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

Altinity

ETL vs ELT - Building Real-Time Data Pipelines with RudderStack and ClickHouse

Discover how to optimize data pipeline efficiency by combining RudderStack and ClickHouse, exploring practical implementations of ETL and ELT transformations for real-time data processing.

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

Databricks

SQL-First ETL - Building Easy, Efficient Data Pipelines With DLT

Explore SQL-based ETL with Databricks DLT to accelerate development, simplify maintenance, and make data transformation accessible using streaming tables and materialized views.

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

Databricks

GenAI for SQL and ETL - Build Multimodal AI Workflows at Scale

Discover how to integrate powerful AI models like GPT-4 and Claude directly into SQL and ETL workflows using Databricks AI Functions for scalable multimodal data processing.

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

Conf42

ETL at Scale - Optimizing PySpark and Airflow Workflows

Master ETL optimization techniques using PySpark and Airflow for cloud-native data workflows, covering performance tuning, orchestration, monitoring, and scalable implementation strategies.

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

AWS Events

Zero-ETL Replication to Amazon SageMaker Lakehouse and Amazon Redshift

Discover Zero-ETL replication techniques for seamless data integration between Amazon SageMaker Lakehouse and Amazon Redshift in this AWS Summit presentation.

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

InfoQ

Late Data? Netflix's Iceberg + Maestro Solves Batch ETL Chaos

Discover how Netflix tackles late-arriving data challenges using Iceberg and Maestro, enabling efficient incremental change capture and orchestration for accurate, fresh, and cost-effective data analytics at scale.

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