Course to Programme Learning Outcomes Matrix (All Undergraduate Programme Courses)

The percentage of marks allocated to each type of assessment.
Categories should be customised to suit the nature of assessment in a department.

 

Course Nature

P1

P2

P3

P4

P5

P6

P7

P8

P9

P10

P11

P12

P13

Others

Total
    (%) (%) (%) (%) (%) (%) (%) (%) (%) (%) (%) (%) (%) (%) (%)
SEEM2440/ESTR2500
Engineering Economics		 Foundation Science 5   25 10 25 5 5   5       20   100
CSCI2100/ESTR2102
Data Structures		 Major Required 40   10   10       5   20   10 5 100
SEEM2420
Operations Research I		 Major Required 30       20           45 5     100
SEEM3410
System Simulation		 Major Required 5 20 20   20           10 5 20   100
SEEM3440/ESTR3500
Operations Research II		 Major Required 10       30   10         20 30   100
SEEM3450/ESTR3502
Engineering Innovation and Entrepreneurship		 Major Required 5 5 10 10 10 5 10 5 10 10 5 5 10   100
SEEM3460/ESTR3504
Computer Processing System Concepts		 Major Required   30                 20 50     100
SEEM3550/ESTR3506
Fundamentals in Information Systems		 Major Required 20   20   20           20 20     100
ENGG1820
Engineering Internship (1 Unit)		 Elective                              
FINA3010
Financial Markets		 Elective 20 15   10 30   10     15         100
MATH4210
Financial Mathematics
(FE Elective)		 Elective 60 10     10           10 5 5   100
MKTG2010
Marketing Management
(LSCM Elective, SEM Elective)		 Elective   10   20   10 30   10 20         100
SEEM2520
Fundamentals of Financial Engineering
(FE Required, LSCM Elective)		 Elective 20       20 5 5 5 5 5 10 5 20   100
SEEM2550
Differential Equations
(FE Elective)		 Elective                              
SEEM3430
Information Systems Analysis & Design
(BIS Required)		 Elective 30   30   20   10 10             100
SEEM3470
Dynamic Optimization & Applications
(FE Elective)		 Elective 30 10     20     10     10   20   100
SEEM3490
Information Systems Management
(BIS Elective)		 Elective     15 10   10 10 10 10 10   10 15   100
SEEM3500
Quality Control and Management
(LSCM Elective, SEM Elective)		 Elective 20 30 5   5     5   5 10 10 10   100
SEEM3510
Human-Computer Interaction
(BIS Elective)		 Elective 30 5 5   5   5 10   10 10 10 10   100
SEEM3570/ESTR3508
Stochastic Models
(FE Required, SEM Elective)		 Elective 10 15         15 10       10 40   100
SEEM3580
Risk Analysis in Financial Engineering
(FE Elective)		 Elective 30       20       10 10   5 25   100
SEEM3590
Investment Science
(FE Elective)		 Elective 30 10     10         5 15 5 25   100
SEEM3630/ESTR3510
Service Management
(LSCM Elective, SEM Required)		 Elective 20   15 5 25       10       25   100
SEEM4480
Decision Methodology & Applications
(FE Elective, LSCM Elective, SEM Elective)		 Elective 30       30         10     30   100
SEEM4530
Introduction to Client/Server Systems		 Elective 5   10           5   40 30 10   100
SEEM4540
Open Systems for E-Commerce
(BIS Required)		 Elective 40   20   20           10   10   100
SEEM4560
Computational Intelligence for Decision Making
(BIS Elective)		 Elective 20 20 10   5   5       10 20 10   100
SEEM4570
Systems Design & Implementation
(BIS Elective)		 Elective   20 20   20             20 20   100
SEEM4600/ESTR4500
Logistics Management
(LSCM Required)		 Elective 15   10 5 20       10       40   100
SEEM4610/ESTR4502
Supply Chain Management
(LSCM Required, SEM Elective)		 Elective 10   15 10 10   10     10   10 25   100
SEEM4630
E-commerce Data Mining
(BIS Elective, LSCM Elective, SEM Elective)		 Elective 10 20     10           20 20 20   100
SEEM4660
Pricing & Revenue Management		 Elective 10   20 10 5 10       30 10   5   100
SEEM4670
Service Systems
(SEM Required)		 Elective                              
SEEM4680/ESTR4504
Technology, Consulting and Analytics in Practice
(BIS Elective, LSCM Elective, SEM Elective)		 Elective                              
SEEM4720/ESTR4506
Computational Financial
(FE Elective)		 Elective                              
SEEM4730
Statistics Modeling and Analysis in Financial Engineering
(FE Elective)		 Elective                              
ENGG4010
Final Year Project I		 Research Component 15   15   15   15   10     15 15   100
ENGG4020
Final Year Project II		 Research Component 15   15   15   15   10     15 15   100
Average (%):   21 16 15 10 17 8 11 8 8 12 16 14 19 5 100