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Name
Dr. Yuda Noah Mnyawami

Academic Rank
Lecturer

Department
Physics, Mathematics & Informatics(PMI)

Biography

Biography

Dr. Yuda Noah Mnyawami is a lecturer in the Department of Physics, Mathematics and Informatics within the Faculty of Science. He holds a Ph. D in Information Systems Management at the University of Dar es Salaam. He completed Master of Science in Information Technology at the University of Dodoma, Bachelor of Science in Information Technology at the  University of Iringa, and Diploma in Computer Engineering at the Dar es Salaam Institute of Technology. His teaching areas include computer programming, web programming, computer networks and database systems. His research interests and scholarly work focus on artificial intelligence in education, Information and Communication Technology for Sustainable Development, AI Ethics and Explainability, Predictive Modeling, Cyber Threat Intelligence, and Green ICT.

Contacts

Email:

Email Address
yuda.mnyawami@duce.ac.tz

Mob:

Research Interest

Research Interest
Artificial intelligence in education, ICT4D, Green ICT, and Cyber Threat Intelligence

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Projects

Publications

Publications

  1. Mnyawami, Y. N., Maziku, H. H., & Mushi, J. C. (2022) Enhanced model for predicting student dropouts in developing countries using automated machine learning approach: a case of tanzanian’s secondary schools. Applied Artificial Intelligence, 36(1). 1-19

  2. Mnyawami, Y. N., Maziku, H. H., & Mushi, J. C. (2022) Comparative Study of AutoML Approach, Conventional Ensemble Learning Method, and KNearest Oracle-AutoML Model for Predicting Student Dropouts in Sub-Saharan African Countries. Applied Artificial Intelligence, 36(1). 1-26