YUDA MNYAWAMI

Lecturer, Dar Es Salaam University College Of Education

Education:

Ph.D. in Information Systems Management (2018-2024) - University of Dar es salaam, Tanzania; M.Sc. in Information Technology (2014 - 2016) - University of Dodoma, Tanzania; B.Sc. in Information Technology (2011 - 2014) - University of Iringa, Tanzania

Teaching:

1. Computer Programming by using C/Java/C++ and PHP
2. Data Structures and Algorithms by Java/C++
3. Computer Networks and Information Security
4. Database Systems
5. Software Engineering
6. Web Design and Administration
7. Human Computer Interaction Design
8. Mobile Computing

Research:

Mobile Computing and Data Management, Computer Networks and Programming and Artificial Intelligence (Machine Learning, Deep Learning, and Natural Language Processing)

Projects:

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Publications:

1. Yuda N. Mnyawami, Hellen H. Maziku & Joseph C. Mushi (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, DOI: 10.1080/08839514.2022.2071406
2. Yuda N. Mnyawami, Hellen H. Maziku & Joseph C. Mushi (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, DOI: 10.1080/08839514.2022.2145632