Degree
Master of Science in Computer Science
Department
Department of Computer Science
Faculty / School
Faculty of Computer Sciences (FCS)
Date of Submission
2020-12-15
Supervisor
Dr. Tariq Mahmood, Professor, Faculty of Computer Science,Institute of Business Administration (IBA), Karachi
Document type
MSCS Survey Report
Keywords
Machine Learning, Regression Algorithms, Instance-based Algorithms, Regularization Algorithms, Decision Tree Algorithms, Bayesian Algorithms, Clustering Algorithms, Association Rule Learning Algorithms, Boosting Algorithms, Artificial Neural Network Algorithms, Deep Learning Algorithms
Abstract
This research survey focuses on evaluating the state of Machine Learning in Enterprises in Pakistan in 2020. It highlights the Machine Learning use cases in Pakistan and the challenges in its adoption in business solutions. A 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.
Recommended Citation
Naqvi, S. A. (2020). A survey on state of enterprise machine learning in Pakistan – 2020 (Unpublished MSCS survey report). Institute of Business Administration, Pakistan. Retrieved from https://ir.iba.edu.pk/survey-reports-mscs/29
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