Regression and Deployment

Conducted an Exploratory Data Analysis on the calories/exercises datasets, and induced a Regression Model to predict the amount of calories that a person would burn during a workout, and lastly served this model with the Model Serving Pattern: Model-as-service, and deploy it as Docker Containers.

• Kaggle Dataset

Deployment tools required

• FastAPI+Docker

• Git Pages

• Render