joewynn / mlops-for-fun

Having fun with MLOPS: Wine Stuff

Wine Classifier App

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 with scikit-learn.

• Serialize the model for portability.

• Build a classifier App using Docker.

• Serve the classifier from an API.

Beyond Jupyter Notebooks

setup instructions from

software development for mlops

Documentation settings followed James Willet