Sharing your machine learning models with others
So, you’ve spent a lot of time and effort in creating your python machine learning model. The parameters have been tweaked and the metrics look great.
Now what? How do you share it with others to use? Well, one easy way it to pickle it. The pickle library in python allows you to write your model as a file, that others can open. They can then simply enter their own data for prediction.
In this YouTube tutorial I create a random forest regressor model, export it as a pickle file, and then import it for use. Have a look at how easy it all is.