Data Visualization And Machine Learning in Project Management and Operations

Abstract

Traditionally, in management of Business process ,the allocation of resources is consid- ered as one of the major issue to maintain the acceptable level of each activity completion

time ,which in turn can reduce the overall completion time of the activity .This project

aims to Build a forecast system to predict the effort allocation in various support ac- tivities like methodology development, training,presales, line management etc.Analyze

project data and generate metrics to the management team on various aspects like re- source utilization, non project hour tracking ,Project utilization - revenue vs internal

project effort distribution etc . Also analyze other areas where ML can be applied in operations.