Applied Machine Learning goes beyond the train & maintain cycle to also include change management. ML solutions need to lead to actions to realize value. As a result, building end-users’ trust in ML models is an important requirement for success. In this talk, we will illustrate how ML can help production & exploration tasks through automation & optimization.
- Start small & think big
- Explainability & repeatability
- Data rich vs Data scarce