AutomationSTAR

Test Automation Conference Europe

Tutorial D

Discovering ETL Testing: Essential for Your AI Solutions

Paula Bassagañas Òdena

09:00-12:30, Wednesday 9th October

High-quality data is the foundation of effective AI, and rigorous ETL testing ensures your AI models are built on solid ground. ETL (Extract, Transform, Load) processes are vital for extracting, transforming, and loading data into systems for analysis, and well-tested ETLs are crucial for making reliable, data-driven decisions and successful AI implementations.

What You’ll Learn:

  1. Introduction to ETL Testing: Understand the fundamentals of ETL processes and why testing them is crucial for maintaining high-quality data in any organization.
  2. Overcoming Common Challenges with Practical Solutions: Learn about typical challenges in ETL testing, such as data inconsistencies and integration issues, and discover practical solutions to address them.
  3. Automating Your Testing with Python and Open-Source Tools: Get hands-on experience with Python making data testing accessible and efficient.

Requirements:

All you need is a laptop to participate fully in the tutorial. With our carefully designed hands-on session, you’ll enjoy easy, guided step-by-step exercises that make learning both fun and interactive.

No prior experience with ETL is required, making this workshop perfect for those new to the field or looking to broaden their testing expertise.

Join Our Journey: This tutorial is an opportunity to expand your knowledge and skillset in ETL testing through practical, real-world examples. By the end of the session, you will have a solid understanding of how to build and implement a testing framework that ensures data reliability and supports business success.

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What you will Learn

  1. Understand the step-by-step process of shaping a testing framework for ETLs
  2. Learn how IaC contributes to the agility and scalability of ETL testing environments
  3. Gain practical experience and insights about Great Expectations, Pytest, Allure and Boto

Session Details

  • Intermediate
  • 3.5 Hours
  • Interactive Tutorial
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Hear directly from Paula Bassagañas Òdena in this video about this talk 'ETL Testing Mastery: Crafting a Foundational Framework with AWS and Open-Source' Check it out.

Session Speaker

Paula Bassagañas Òdena

IT architect - Boehringer Ingelheim, Spain

As an experienced IT Architect based in Barcelona, I specialise in seamlessly integrating Test Engineering and Backend expertise. My diverse background spans significant companies, with a notable focus on the health sector, where my determination lies in creating resilient data platform test strategies, particularly in the realm of ETL testing. Beyond the tech realm, my passion extends to teaching at Pompeu Fabra University, where I have the privilege of nurturing the next generation of IT professionals. Armed with a wealth of knowledge in DevOps, backend development, cloud computing, and comprehensive testing methodologies, I am committed to ensuring product quality and driving excellence in every aspect of my work.

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