FastHack Asia discussion/suggestion

[konabuta]

Gather feedbacks, ideas and suggestions.

[konabuta]

Setting up local environment on Windows is tricky. We should add more guidance about how to install python and setup VSCode on Windows (WSL2?). Or we should recommend participants to use Azure ML Compute Instance.

[konabuta]

Azure ML Studio - Integrated Notebook hide .github folder.

[konabuta]

It is good to use VSCode as a primary IDE/Editor in this Hack. Git operation and intellisense for YAML file are very useful.

[konabuta]

YAML file for creating Data asset like job.yml should also be provided.

[konabuta]

Ideas of new challenges

• Responsible AI
  • add explainabilities to the trained model.
  • evaluate fairness and mitigate it.
• Security
  • Active GitHub security features
• Pipeline
  • Build training/deployment Azure ML Pipeline