Model building, Explainability, and Deployment

Aayush Agrawal https://www.linkedin.com/in/aayushmnit/ from Land O' Lakes will conduct a workshop on model building.

As field of data science becomes more mature, the differentiating factor b/w data scientist would be in their capabilities of deploying models and the ability to explain them. This talk will go over a few frameworks of model building, explainability(using LIME) and deployment as an API or static webpage(using Flask) on a cloud environment. The talk will be an interactive session using Jupyter notebook and labs.