ML System Design
Questions to Ask
- What are the constraint of the system?
- End devices?
- What is the use of the model?
- Data characteristics
- Which Machine learning to use?
- Machine Learning Algorithm Selection
- Need to be interpretable?
- Online Learning?
- Recommendation system?
- Model Evaluation
- Positive is more important or negative