A Survey on State of Enterprise Machine Learning in Pakistan

Abstract

This paper presents the results of an industrial survey on evaluating the state of machine learning applications in enterprises in Pakistan by the end of 2020. It highlights the machine learning use cases in Pakistan and the challenges in its adoption in business solutions. The survey was conducted in enterprises in Pakistan ranging from companies with well-developed machine learning lifecycles to those with little or no experience in machine learning. The results of this survey have been shared in this paper along with comparisons with earlier works in this field. We believe that our results present useful recommendations for industry practitioners to enhance machine learning applications in Pakistan's enterprises.