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
		(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)
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		20									20	50			100
SEEM3550/ESTR3506 Fundamentals in Information Systems	Major Required	20		20		20						20	20			100
ENGG1820 Engineering Internship (1 Unit)	Elective															100
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															100
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