How can you test machine learning?

QualityHeroes Podcast Folge 36: 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!

Resources:

• previous 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/testing-of-artificial-intelligence-ai-and-machine-learning-ml/
• 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
• 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/