Wikipedia says that Data science uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. The generic method is depicted in this diagram.
You already bring Business Understanding. Use mlOS to do the rest.
- Data Engine - for Data Understanding and Data Preparation
- ML Engine - for Modeling
- Model Governance - for Evaluation
- Model Deployment - for Deployment
- Dashboards - see results!
Start with the QuickStart as the next article.