QH036 How can you test machine learning?

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:


namrata.gurung@qualityminds.de


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:


podcast@qualityminds.de