Analytical Reports
ML Design Documents
The process of communication is manifold and should be done from beginning to end. You need to keep in mind all the existing and potential stakeholders.
The documentation steps include:
- Data catalog, the what from where for your data.
- Components of a data catalog
- Document the code as well as your approach and journey throughout your project.
- GitHub File Structure
- Simple by Youssef Hosni
- Automated by drivendata
- Create a dashboard or an insightful presentation with close to (ideally actually) self-explanatory visualizations.
- Write a blog/report capturing how you analyzed the features, tested different transformations, etc. Capture your learning (failures and techniques that worked).
- Conclude with the main outcome and future scope (if any).
Communication: