Deploy Machine Learning Models with Flask
Well most of us know how to:
- Write machine learning models
- Train them
- Test them as well
But how do we deploy them to production? Well in this Github repo I explained how to deploy machine learning models to production using Flask (a micro web framework written in Python), in addition how to serve them as a RESTful API (web services).
For this I just built a simple random forest model around iris dataset [1][2] in order to walk you through the main stuff …
Welcome if you get issues!
Written on December 24, 2017