Web App Development and Real-Time Web Analytics with Python: Develop and Integrate Machine Learning Algorithms into Web Apps

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

T. C. NokeriWeb App Development and Real-Time Web Analytics with Pythonhttps://doi.org/10.1007/978-1-4842-7783-6_11

11. Integrating a Machine Learning Algorithm into a Web App

Tshepo Chris Nokeri¹  

(1)

Pretoria, South Africa

 

This chapter introduces an approach to integrate machine learning models. It overviews linear regression, including ways to preprocess data and generate predictions. The chapter concludes by demonstrating a technique to implement machine learning in web apps.

An Introduction to Linear Regression

Linear regression is a machine learning model that predicts a continuous dependent feature (also known as a dependent variable) based on a set of ...