Enhanced Data Modeling Analysis Using Linear Regression

by Haritharan Mahalingam

Artificial Intelligence (AI) and Machine Learning (ML) have dramatically evolved in today’s technical world. Many automation processes need models. An AI model is a function or behavior that analyzes datasets to find a pattern that can make predictions. AI modeling replicates human intelligence and is most effective when it receives multiple data sets. Models learn the behavior of a process and predict the behavior of a new data set’s behavior. Linear regression models describe the relationship among data sets and variables by fitting a line to the collected data sets. A linear relationship is considered a relationship among observable data sets and is validated by these data sets to establish a relationship.

18 pages, Kindle Edition

Published December 9, 2023