Build and deploy your first machine learning web app

By KDnuggets - 2021-03-13

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:

 

Topics

  1. Machine_Learning (0.32)
  2. Backend (0.25)
  3. NLP (0.16)

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