Olivier Blais - Validate and Monitor Your AI and Machine Learning Models

Speaker Bio -
Olivier Blais is the Co-founder and VP Data Science at Moov AI
Talk Abstract -
You’ve created a wicked AI or machine learning model that changes the way you do business. Good job. But how do you validate your model and monitor it in the long run?
Advanced machine learning and AI models get more and more powerful. They also tend to become more complicated to validate and monitor.
This has a major impact in the business’ adoption of models. Initial validation and monitoring are not only critical to ensure the model’s sound performance, but they are also mandatory in some industries like banking and insurance.
You will learn the best techniques that can be applied manually or automatically to validate and monitor statistical models. Techniques below will be discussed and demonstrated to perform a full model validation: - Techniques used for initial validation