QH036 How can you test machine learning?

QualityHeroes - der Podcast über Softwarequalität für agile Köpfe

Friends of Quality, welcome to our 36th podcast episode! Our guests Namrata and Michael discuss various methods of testing machine learning, dealing with flaky tests and AI bias, meta-learning and much, much more! We are looking forward to your feedback - enjoy!

Speakers:

Namrata Gurung:

[email protected]

https://www.namratagurung.com/

https://www.linkedin.com/in/namratagurung/

https://qualityminds.com/de/meet-the-dev-namrata

Michael Mlynarski:

https://www.linkedin.com/in/michael-mlynarski-12645024/

https://www.xing.com/profile/Michael_Mlynarski/cv

https://twitter.com/MichalMM

Resources:

QualityHeroes podcast episode on machine learning:

https://qualityminds.com/de/qualityheroes-podcast-folge-28-what-is-machine-learning-and-why-should-we-have-a-closer-look-at-it/

QualityMinds page dedicated to machine learning and AI testing:

https://qualityminds.com/services/specialized-qa-services-and-concepts/ai-ml-testing/

ISTQB AI testing:

https://www.istqb.org/certifications/artificial-inteligence-tester

Machine learning solution for flaky tests:

https://medium.com/fitbit-tech-blog/a-machine-learning-solution-for-detecting-and-mitigating-flaky-tests-c5626ca7e853

Meta-learning:

https://medium.com/fitbit-tech-blog/a-machine-learning-solution-for-detecting-and-mitigating-flaky-tests-c5626ca7e853

Talk on AI Bias and Fairness:

https://youtu.be/wmyVODy_WD8

Drift in machine learning:

https://superwise.ai/blog/everything-you-need-to-know-about-drift-in-machine-learning/

Adversarial attacks:

https://viso.ai/deep-learning/adversarial-machine-learning/

About QualityMinds:

www.qualityminds.com/de

https://www.linkedin.com/company/qualityminds-gmbh

https://twitter.com/QualityMindsDE

Feedback, questions and topic requests:

[email protected]