Stages

Steps in building a ML solution

1. Define the problem and plan

2. Identify and collect data

3. Explore, Understand and Engineer features in Data

4. Determine ML Architecture

5. Train & Evaluate ML models

6. Model integration and validation

7. Deploy model and Monitor performance

8. Update & Deprecate model