Description
A beginner’s guide to train and deploy machine learning pipelines in Python using PyCaret.
Summary
- In our last post we demonstrated how to train and deploy machine learning models in Power BI using PyCaret.
- Pipeline created using PyCaret We have finished our first task of training and selecting a model for deployment.
- Front-end (designed using HTML) Back-end (developed using Flask in Python) Front-end of Web Application Generally, the front-end of web applications are built using HTML which is not the focus of this article.
- Code snippet from app.py file (back-end of web app) Here’s how you can use this web service in Python using the requests library: