This document summarizes the agenda and key topics from a 4-day course on data science for finance. Day 4 focuses on deploying machine learning models in production and providing a recap of the overall course. The presentation discusses challenges in moving models from prototypes to production, and introduces QuSandbox as a platform for adopting data science and AI in enterprises. QuSandbox provides tools for model management, experimentation and deployment through a user portal and APIs.