Starting, the Goal is very simple. Implement a machine learning classifier API for wine source dataset.
Tasks:
-
Develop a wine classification model. In this case we created a
Decision Tree Classifier
on Wine data set the comes withscikit-learn
. -
Serialize the model for portability.
-
Build a classifier App using
Docker
. -
Serve the classifier from an API.
setup instructions from
software development for mlops
Documentation settings followed James Willet