ETL Courses and Certifications

Designing Forecasting Pipelines for Production

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

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

Data Manipulation in KNIME

Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

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

Master data analytics and generative AI through IIT Kanpur's comprehensive program covering Python, SQL, Tableau, Azure, and ChatGPT with live masterclasses and Microsoft certification.

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

Data Pipeline Automation in Snowflake

Load, automate, and optimize data pipelines in Snowflake using COPY INTO, Snowpipe, streams, tasks, dynamic tables, and query performance tools.

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

Introduction to Data Engineering on Google Cloud

Learn the data engineering role on Google Cloud. Explore data sources, storage solutions, ETL/ELT architectures, BigQuery, Dataform, and Dataproc.

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

ETL and Data Pipelines with Shell, Airflow and Kafka

460 ratings at Coursera

Learn to build data pipelines using Shell, Airflow, and Kafka. Master ETL and ELT processes, explore tools for data extraction, transformation, and loading, and gain hands-on experience with Apache Airflow and Kafka.

• Coursera
• 17 hours 47 minutes
• Self-Paced
• Paid Course

Data Warehousing Concepts

1 rating

This introductory and conceptual course will help you understand the fundamentals of data warehousing.

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

Data Warehouse ETL Testing & Data Quality Management A-Z

7892 ratings at Udemy

ETL Testing and Data Quality Management for beginners with practical exercises and certificate of completion.

• Udemy
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Power BI Desktop: Beginner to Advanced with DAX & ETL

6699 ratings at Udemy

Hands-on Power BI Desktop course for beginners: Power Query, data modeling, DAX, reports, dashboards, real-world project

• Udemy
• 16 hours 14 minutes
• Self-Paced
• Paid Course

Databricks

Building the Petcare Data Platform with Delta Lake and Spark ETL Pipeline

Explore Mars Petcare's data platform using Delta Lake and Spark ETL pipeline 'Kyte'. Learn about advantages over Azure Data Factory and leveraging Delta Lake for ETL configurations and data science.

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

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

Databricks

Migrating ETL Workflows to Apache Spark at Scale - Pinterest's Experience

Explore Pinterest's journey migrating ETL workflows to Apache Spark, covering challenges, solutions, and performance improvements. Learn about semantic gaps, thrift objects, and innovative Spark profiling techniques.

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

Databricks

Empowering Developers with Self-Service ETL - Zillow's Approach

Zillow's self-service ETL solutions empower teams to build, maintain, and monitor data pipelines, abstracting complex processes and catering to diverse user needs while leveraging internal services for efficient implementation.

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

Databricks

Make Reliable ETL Easy on Delta Lake

Learn to simplify ETL development on Delta Lake, improving data quality and scaling operations. Discover how Databricks streamlines the ETL lifecycle for efficient data engineering and management.

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

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
• Self-Paced
• Free Video