Develop a production-ready RESTful API for serving up a machine learning model with FastAPI.
Machine learning (ML) is a branch of artificial intelligence (AI) that focuses on developing algorithms that improve automatically over time without being explicitly programmed to do so.
The tutorials and articles on TestDriven.io focus on MLOps and serving up machine learning models in production.
Latest Posts (5)
This article looks at how MLOps fits into the machine learning lifecycle, focusing on tools for developing, deploying, and serving ML models.
This post details how to deploy Apache Spark to a Docker Swarm Cluster on DigitalOcean.
This article looks at the roles and responsibilities of a Machine Learning Reliability Engineer (MLRE).
Serve up a style transfer machine learning model with FastAPI and Streamlit.