xLaszlo/datascience-fails

Issues

• Socio-Technical Anti-Patterns in Building ML-Enabled Software - Leipzig University / MLOps.community

  #13 opened 2 years ago by xLaszlo
  0

• Dutch child benefit scandal

  #12 opened 3 years ago by xLaszlo
  0

• Failure Modes in Machine Learning

  #11 opened 3 years ago by xLaszlo
  0

• From Martin Goodson

  #10 opened 4 years ago by xLaszlo
  0

• 51-things-that-can-go-wrong-in-a-real-world-ml-project

  #8 opened 4 years ago by xLaszlo
  0

• Challenges in Deploying Machine Learning: a Survey of Case Studies

  #7 opened 4 years ago by xLaszlo
  0

• Top 10 challenges

  #5 opened 4 years ago by xLaszlo
  1

• kaggle 2017

  #6 opened 4 years ago by xLaszlo
  0

• OpML '20 - How ML Breaks: A Decade of Outages for One Large ML Pipeline

  #4 opened 4 years ago by xLaszlo
  0

• Add risk factors from paper "Machine Learning: The High-Interest Credit Card of Technical Debt"

  #2 opened 4 years ago by visenger
  0

• Add "Managing the Risks of Adopting AI Engineering"

  #3 opened 4 years ago by visenger
  1

• Add some common patterns of failure caused by model rollouts

  #1 opened 4 years ago by visenger
  1