Inquiry Response: Caveats When Deploying An Automated ML Tool
We’re planning an enterprise rollout of an automated machine learning (AutoML) tool like DataRobot. What are some of the caveats that we should watch out for?
THE BIG IDEAS:
- You still need data scientists
- Remember model monitoring
- Document governance standards
YOU STILL NEED DATA SCIENTISTS
One of the misconceptions about AI/ML democratization through using tools such as DataRobot is that you will need fewer data scientists. Ultimately, it’s about the art of feature engineering: all the