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Course Details
Topic 1: Optimisation and Linear Programming Models for Resource Management
- Resource management optimisation and Linear Programming (LP) models
- Use Excel Solver to solve LP Models
- Formulate and solve LP Models to optimize resource usage
Topic 2: Decision Analysis (DA) for Resource Usage
- Overview of Decision Analysis
- Decision Analysis with Expected Value approach
- Risk analysis with Expected Utility approach
Topic 3: Multi Criteria Decision Analysis
- Model multi criteria problems
- Scoring board method
- Develop KPI using Analytic Hierarchy Process (AHP)
Course Info
Nil
Job Roles
- Operations Manager
- Project Manager
- Supply Chain Manager
- Resource Planner
- Production Manager
- Human Resources Manager
- Facilities Manager
- Logistics Coordinator
- Procurement Specialist
- Inventory Control Specialist
- Workforce Planning Analyst
- Capacity Planner
- Lean Operations Specialist
- Enterprise Resource Planning (ERP) Consultant
- Business Process Improvement Specialist.
Trainers
Dr. Ummul Fahri Abdul Rauf: Dr. Ummul Fahri Abdul Rauf has Ph.D. in Applied Statistics from RMIT University, Australia. Her research interests are applied statistics, multivariate analysis, statistical modeling, statistical inference and programming using R Software. As per her affiliation with National Defence University of Malaysia (NDUM) for 12 years, she is also experienced as principal investigator and has worked on a few research grants for parametric and non-parametric analysis, univariate and multivariate analysis using copulas in various areas in engineering, social science, and psychology. She has a strong fundamental knowledge of research methodology, extensive experience with Excel, SPSS, R and MINITAB in writing and presenting reports. At present, she is conducting a special training program in statistical programming including advanced multivariate data analysis using Copulas. Besides teaching and research, her additional duties involve assisting the Director of Quality Assurance and Data Management Centre at NDUM to coordinate and monitor implementation of Quality Management System (QMS) and conduct internal and external audits, to coordinate collection and verification of data for continual enhancement and liaise with relevant external agencies on academic quality compliance issues e.g. Ministry of Higher Education, Malaysian Qualification Agency. Dr. Ummul Fahri currently is the deputy director for Quality Assurance and Data Management Centre and has been holding the post for 4 years.
Mostafa: Mostafa has more than 5 years’ experience in teaching mathematics and statistics. His main teaching interests are statistical topics such as descriptive analysis and basic data modeling, regression analysis, design of experiment, non-parametric methods, and statistical software such as SAS, R, SPSS, and Minitab. He has started computer programming using visual basics and C++ around 15 years ago, and he has more than 10 years’ experience in programming using R.
