In this course, we'll discover how Attrition is a major issue in any industry, whether it concerns an organization's employees or an e-commerce site's customers.

The employer will save a lot of time, effort, and money if we can precisely anticipate which customers or employees will leave their current company or organisation. We can then help them find or acquire replacements in advance, which won't hinder the firm's ability to continue to grow.

This chapter presents a comparison of various machine learning techniques, including Naive Bayes, SVM, decision trees, random forests, and logistic regression. The conclusion that has been supplied will assist us in recognising the behaviour of workers who can be dressed over the subsequent occasion. According to experimental findings, the logistic regression methodology can outperform other machine learning methods with an accuracy rate of up to 86%.

Course Duration:-2h 2m