Machine Learning Model's Analysis The Success Factors Of Agile Project Management To Determine Project Success Rates

Abstract

Agile software development refers to a method or strategy for supervising and completing software projects, emphasizing flexibility, collaboration, and incremental progress. This stands in opposition to the conventional Waterfall model, which follows a step-by-step and linear procedure. The Agile methodology is especially suitable for endeavors in which requirements might change over time and where incorporating customer input and adjustments are of the utmost importance.

Based on the data collected through the Google Form survey, we are attempting to give precise prediction of project success ratio based on the opinions of 100 Project Management Professionals on 10 parameters using machine learning algorithms.