video1.0<iframe src="https://www.loom.com/embed/d30fc3634b4649149f638d4eb3416837" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/d30fc3634b4649149f638d4eb3416837-fe96d020325c8bdd.gif220.337In this video, I walk you through the process of deploying a sentiment analysis model using a pre-trained model from Hugging Face. We will build an API with FastAPI and containerize it for deployment on AWS Fargate. The goal is to achieve real-time sentiment scoring based on the latest economic news using the Alpaca service. Please pay attention to the concrete steps I outline for fetching the model and setting up the API, as your feedback on this process will be valuable.