Curriculum

Curriculum Structure

Course lists

Course & ELO Mapping

Curriculum Structure

Our curriculum enables students to complete the study and achieve the ELOs in 7-8 semesters (146 credit hours, equals to 245.28 ECTS). We provide a mix of in-class and out-of-class studies to equip the students with applicable skills and knowledge (see the Student mobility section below)


Sem	Credits / ECTS	Description
1-2	38 credits / 63.84 ECTS	Mandatory (Basic science & computer subjects)
		Students take in-programme classes that establish their basic science & computer principles. Even mix between general subjects and basic science & computer. Students are also introduced to entrepreneurship.
		All subjects are theoretical except for one subject of programming basics.
3-4	42 credits / 70.56 ECTS	Mandatory (Software & hardware subjects)
		Students learn a mix of software and hardware subjects, through theoretical and practical (guided by lab modules) courses.
		An even mix of subjects in software and hardware / embedded systems.
5	20 credits / 33.60 ECTS	Mandatory (Computer Engineering core subjects)
		Students deepen their understanding of the programme’s main competencies through theoretical and project-based courses.
		Subjects focus on core competencies of embedded systems, infrastructure, and tech integration. Through project-based courses, students demonstrate both hard skills and problem-solving skills by developing technology-based solutions for certain problems.
6	20 credits / 33.60 ECTS	Internship
6	20 credits / 33.60 ECTS	Students participate in a semester-long full-time internship to equip them with necessary experience of the professional world. The company and the job role applied to by the students is screened by the study programme. That is, the job role should require skills related to ELO G/H/I (our technical and applicative ELOs).
7	20 credits / 33.60 ECTS	Elective (Courses / Mobility Programmes)
		Students are allowed to enrich the focus of their study by choosing from a wide range of courses and activities as long as they are related the programme’s ELO.
		The available activities are Research, Community Outreach, Internship, Entrepreneurship, Independent projects, and Student exchange. Students may also choose from externally organised activities.
8	6 credits / 10.08 ECTS	Final project
8	6 credits / 10.08 ECTS	Students work on a final project to demonstrate their understanding of basic principles, computer technology, and research.

Student mobility

To allow students in enriching their focus of study, we offer mobility programs as an option in the 7th semester. Students can choose to take more courses (Elective 1) or any of the mobility programs (Elective 2-7). Students are provided these options:

Elective 1 – Elective courses from other programmes in UMN. We provide selections of 19 courses from other study programmes in the Faculty.
Elective 2 – Student Exchange. Students study at other universities (local / international) and live with local residents around the destination campus to build student friendships between regions of different ethnicities, cultures, and religions.
Elective 3 – Community Outreach. Students are given problems that exist in neighboring villages to then create appropriate technology-based solutions.
Elective 4 – Research. Students take part in research under guidance of research institutions outside the university to solve real problems in industry or society.
Elective 5 – Entrepreneurship. Students identify problems with commercial/business potential, develop a business model, and articulate an entrepreneurial business model professionally in front of potential investors.
Elective 6 – Independent Project. Students develop innovative product ideas / prototypes for submission to competitions.
Elective 7 – Internship. Adding to the mandatory Internship, students can extend their internship either in the same or different company, to improve their understanding and experience in professional work.

Course lists

For a roadmap view of the curriculum and courses, click here.

Semester	Type	Course		Credits	ECTS
		Code	Subject
		Code	Subject
1	Compulsory	UM122	English 1	2	3.36
	Compulsory	UM142	Indonesian Language	2	3.36
	Compulsory	UM162	Pancasila	2	3.36
	Compulsory	IF120	Discrete Mathematics	3	5.04
	Compulsory	IF130	Programming Fundamentals	3	5.04
	Compulsory	EP101	Calculus	3	5.04
	Compulsory	CE121	Linear Algebra	3	5.04
Subtotal of Credits / ECTS per semester				18	30.24
2	Compulsory	UM152	Religion	2	3.36
	Compulsory	UM163	Civics	2	3.36
	Compulsory	IF232	Algorithms & Data Structure	4	6.72
	Compulsory	EM105	Technopreneurship	3	5.04
	Compulsory	CE232	Digital Systems	3	5.04
	Compulsory	CE131	Physics	3	5.04
	Compulsory	CE319	Probability & Statistics	3	5.04
Subtotal of Credits / ECTS per semester				20	33.6
3	Compulsory	UM223	English 2	2	3.36
	Compulsory	IF351	Database System	3	5.04
	Compulsory	IF433	Object Oriented Programming	3	5.04
	Compulsory	IF231	Introduction to Internet Technology	3	5.04
	Compulsory	EEM311	Electrical Circuits	3	5.04
	Compulsory	CE332	Computer Architecture & Organization	3	5.04
	Compulsory	CE421	Linear Signal & System	3	5.04
	Compulsory	CE449	Computer Networks	2	3.36
Subtotal of Credits / ECTS per semester				22	36.96
4	Compulsory	IF260	Operating System	3	5.04
	Compulsory	IF330	Web Programming	3	5.04
	Compulsory	EEM411	Electronic Fundamentals	3	5.04
	Compulsory	CE432	Microprocessor Systems	3	5.04
	Compulsory	CE439	Interfacing & Instrumentation	3	5.04
	Compulsory	CE529	Digital Signal Processing	2	3.36
	Compulsory	CE541	Computer Network Management	3	5.04
Subtotal of Credits / ECTS per semester				20	33.6
5	Compulsory	UM321	English 3	2	3.36
	Compulsory	CE542	System Administration	2	3.36
	Compulsory	CE631	Embedded System Design	3	5.04
	Compulsory	CE641	Computer Network Security	2	3.36
	Compulsory	CE649	Image Processing	3	5.04
	Compulsory	CE712	Research Methodology	2	3.36
	Compulsory	CE729	Wireless Mobile Communication	3	5.04
	Compulsory	CE739	Mobile Pervasive Computing	3	5.04
Subtotal of Credits / ECTS per semester				20	33.6
6	Compulsory	CEM11X	Internship 1	20	33.6
Subtotal of Credits / ECTS per semester				20	33.6
7	Elective 1	MSC1003	Communication & Personal Relationship	2	3.36
		IF440	Artificial Intelligence	3	5.04
		IF570	Mobile Application Programming	3	5.04
		IS388	Data Analysis	4	6.72
		IS412	Data Visualization	2	3.36
		EEM522	Mechatronic Systems Design	3	5.04
		EE421	Basic Control System	3	5.04
	Elective 2	CEM91X	Student Exchange	20	33.6
	Elective 3	CEM16X	Community Outreach	20	33.6
	Elective 4	CEM12X	Research	20	33.6
	Elective 5	CEM13X	Entrepreneurship	20	33.6
	Elective 6	CEM14X	Independent Project	20	33.6
	Elective 7	CEM15X	Internship 2	20	33.6
Subtotal of Credits / ECTS per semester			Artificial Intelligence	20	33.6
8	Compulsory	CE811	Final Project	6	10.08
Subtotal of Credits / ECTS per semester				6	10.08
Total Credits / ECTS upon completion of study				146	245.28

Course & ELO Mapping

The table below summarizes how each of the course that students take contribute to their attainment of the programme’s Expected Learning Outcomes (ELOs).

No	Semester	Type	Course Code	Course Name		ELO A-Religiosity	ELO B-Civics	ELO C-Entrepreneurship	ELO D-Teamwork	ELO E-Research	ELO F-Problem Solving	ELO G-Embedded Systems	ELO H-Infrastructure Technologies	ELO I-Technology Integration	ELO J-Computer Basics
1	1	Compulsory	UM122	English 1	2					E
2	1	Compulsory	UM142	Indonesian Language	2					E
3	1	Compulsory	UM162	Pancasila	2	A
4	1	Compulsory	IF120	Discrete Mathematics	3										J
5	1	Compulsory	IF130	Programming Fundamentals	3										J
6	1	Compulsory	EP101	Calculus	3										J
7	1	Compulsory	CE121	Linear Algebra	3										J
8	2	Compulsory	UM152	Religion	2	A
9	2	Compulsory	UM163	Civics	2		B
10	2	Compulsory	IF232	Algorithms & Data Structure	4										J
11	2	Compulsory	EM105	Technopreneurship	3			C
12	2	Compulsory	CE232	Digital Systems	3										J
13	2	Compulsory	CE131	Physics	3										J
14	2	Compulsory	CE319	Probability & Statistics	3				D		F
15	3	Compulsory	UM223	English 2	2					E
16	3	Compulsory	IF351	Database System	3									I
17	3	Compulsory	IF433	Object Oriented Programming	3										J
18	3	Compulsory	IF231	Introduction to Internet Technology	3									I
19	3	Compulsory	EEM311	Electrical Circuits	3							G
20	3	Compulsory	CE332	Computer Architecture & Organization	3										J
21	3	Compulsory	CE421	Linear Signal & System	3						F
22	3	Compulsory	CE449	Computer Networks	2								H
23	4	Compulsory	IF260	Operating System	3										J
24	4	Compulsory	IF330	Web Programming	3									I
25	4	Compulsory	EEM411	Electronic Fundamentals	3							G
26	4	Compulsory	CE432	Microprocessor Systems	3							G
27	4	Compulsory	CE439	Interfacing & Instrumentation	3							G
28	4	Compulsory	CE529	Digital Signal Processing	2				D		F
29	4	Compulsory	CE541	Computer Network Management	3								H
30	5	Compulsory	UM321	English 3	2					E
31	5	Compulsory	CE542	System Administration	2								H	I
32	5	Compulsory	CE631	Embedded System Design	3				D			G		I
33	5	Compulsory	CE641	Computer Network Security	2		B						H
34	5	Compulsory	CE649	Image Processing	3				D		F			I
35	5	Compulsory	CE712	Research Methodology	2		B			E	F
36	5	Compulsory	CE729	Wireless Mobile Communication	3								H
37	5	Compulsory	CE739	Mobile Pervasive Computing	3				D		F			I
38	6	Compulsory	CEM11X	Internship 1	20			C		E	F
39	7	Elective 1	MSC1003	Communication & Personal Relationship	2		B
40	7	Elective 1	IF440	Artificial Intelligence	3									I
41	7	Elective 1	IF570	Mobile Application Programming	3									I
42	7	Elective 1	IS388	Data Analysis	4									I
43	7	Elective 1	IS412	Data Visualization	2									I
44	7	Elective 1	EEM522	Mechatronic Systems Design	3							G
45	7	Elective 1	EE421	Basic Control System	3							G
46	7	Elective 2	CEM91X	Student Exchange	20		B
47	7	Elective 3	CEM16X	Community Outreach	20		B
48	7	Elective 4	CEM12X	Research	20					E	F
49	7	Elective 5	CEM13X	Entrepreneurship	20			C
50	7	Elective 6	CEM14X	Independent Project	20					E	F
51	7	Elective 7	CEM15X	Internship 2	20			C		E	F
52	8	Compulsory	CE811	Final Project	6					E	F
				Total Credits	146	2	6	4	5	10	11	7	5	11	10