Search Results for:  – Page 2

MASTER IN PHYSICS

 

The Masters in Physics Study Program at Universitas Gadjah Mada University was officially established in 1993. Since its establishment until now the UGM Physics Master Program has always received A accreditation from the Indonesia National Accreditation Board of Higher Education. This program is one of the first several Physics Masters programs in Indonesia. The UGM Physics Master Program offers Masters level education in the field of Physics with many options of specialties. Studying the smallest and most basic things such as the study of Particle Physics, to macro objects such as Earth Physics, to very large ones such as Cosmology. Currently the UGM Physics Master Program has 37 qualified lecturers who were Doctorate graduates from well-known universities, with expertise in various fields of Physics, grouped in four groups of expertise:

Theoretical and Computational Physics, Functional Material Physics, Applied Physics, and Geoscience.

Graduates of the UGM Physics Master program will obtain a Master of Science (M.Sc.) degree in Physics. In the last five years the average number of graduates is above 50 students per year and the number of active students per year is around 100 students. Until 2018 UGM Physics Master Program has produced more than 1000 graduates. Most of the graduates have career in academics as lecturers in state and private universities, or become teachers at secondary education, while others become researchers in various government-owned research institutions or become experts in government institution or national private companies. Some of them become entrepreneurs based on science-technology.

In order to improve the quality of education, the UGM Physics Master Program offers students the opportunity to take part in the Double Degree program. The Dual Degree program currently underway is with the Department of Medicine and Computational Science, Kanazawa University. This year the Dual Degree program will also begin with the Department of Physics, National Central University, Taiwan, and with the Department of Applied Physics at Tunghai University, Taiwan. In addition to the Dual Degree program, students also get various opportunities to conduct Student Exchange programs or Short Course programs in several Foreign Universities, including in Japan, Taiwan, and France.

The UGM Physics Master Program can be completed normally in four semesters (two years) by completing 40 credits including 8 thesis credits and 11 credits in compulsory subjects. But for students who have more capabilities, the 40 credits can also be completed within two semesters. The following is a list of subjects in the UGM Physics Master program.

 

Code	Subject	Category	Credit	Semester
MFF 5001	Research Methodology	Compulsory	2	Even/Odd
MFF 5033	Quantum Mechanics	Compulsory	3	Even/Odd
MFF 5401	Classical Mechanics	Compulsory	3	Even/Odd
MFF 5411	Electrodynamics	Compulsory	3	Even/Odd
MFF 6001	Thesis	Compulsory	8	Even/Odd
MFF5002	Special Topics in Theoretical and Mathematical Physics	elective	3	even/odd
MFF5010	Logic and Symbolic Computation in Physics	elective	2	even/odd
MFF5032	Computation of Celestial Body Mechanics	elective	2	even/odd
MFF5039	Special Topic in Computational Physics	elective	3	even/odd
MFF5514	Condensed Matter Electronics Structure Computation	elective	3	even/odd
MFF5005	Group Theory for Physicist	elective	2	odd
MFF5007	Topology and Geometry for Physicist	elective	2	odd
MFF5009	Mathematical Physics	elective	3	odd
MFF5027	Computational Physics	elective	3	odd
MFF5041	General Theory of Relativity	elective	3	odd
MFF5051	Statistical Mechanics	elective	3	odd
MFF5115	Quantum Field Theory	elective	3	odd
MFF5211	Nuclear Physics	elective	3	odd
MFF5893	Nonlinear and Complex System Physics	elective	3	odd
MFF5951	Astrophysics	elective	3	odd
MFF5004	Stochastic process for Physicist	elective	2	even
MFF5022	Functional Analysis for Physicist	elective	2	even
MFF5034	Advanced Quantum Mechanics	elective	3	even
MFF5056	Fractal and Chaos in Physics	elective	2	even
MFF5114	Particle Physics	elective	3	even
MFF5404	Fluid Mechanics	elective	3	even
MFF5982	Cosmology	elective	3	even
MFF5061	Methods of Experimental Physics	elective	3	odd
MFF5281	Radiation Physics	elective	3	odd
MFF5321	Atomic and Molecular Spectroscopy	elective	3	odd
MFF5423	Laser Spectroscopy	elective	2	odd
MFF5431	Theoretical Acoustics	elective	2	odd
MFF5841	Microwave Theory and Applications	elective	2	odd
MFF5873	Digital Image	elective	3	odd
MFF5424	Biomedical Optics	elective	2	even
MFF5426	Laser Physics	elective	2	even
MFF5434	Photoacoustic and Photothermal	elective	2	even
MFF5876	Imaging Methods in Physics	elective	3	even
MFF5878	Image Reconstruction	elective	3	even
MFF5071	Physics of Instrumentation	elective	3	odd
MFF5073	Data Acquisition System	elective	3	odd
MFF5601	Soft Condensed Matter Physics	elective	3	odd
MFF5611	Crystal Physics	elective	3	odd
MFF5617	Nanophysics	elective	2	odd
MFF5701	Condensed Matter Physics	elective	3	odd
MFF5711	Methods of Material Physics Computation	elective	3	odd
MFF5853	Spintronics Material	elective	3	odd
MFF5412	Applied Electromagnetic	elective	3	even
MFF5710	Physics of Electronics Material	elective	3	even
MFF5750	Condensed Matter Magnetics	elective	3	even
MFF5780	Condensed Matter Optics	elective	3	even
MFF5814	Material Characterization Methods	elective	3	even
MFF5870	Biomaterial Physics	elective	2	even
MFF5073	System of Data Acquisition	elective	3	odd
MFF5831	Advanced Mechanics of Continuous Medium	elective	3	odd
MFF5881	Advanced Geothermal Exploration	elective	2	odd
MFF5891	Hazard Mitigation	elective	2	odd
MFF5911	Physics of Earth/ Earth Physics	elective	3	odd
MFF5931	Electromagnetics Survey	elective	3	odd
MFF5923	Method of Data Analysis and Visualization	elective	3	odd
MFF5933	Geophysical Inversion	elective	2	odd
MFF5935	Quantitative Seismology	elective	3	odd
MFF5937	Petroleum Exploration	elective	2	odd
MFF5939	Geoscience Field course	elective	2	odd
MFF5910	Geological Physics	elective	2	even
MFF5916	Advanced Rock Physics	elective	2	even
MFF5918	Volcanology	elective	2	even
MFF5924	Advanced Environmental Geophysics	elective	2	even
MFF5930	Advanced Seismology	elective	3	even
MFF5932	Potential Field Theory	elective	3	even
MFF5934	Non-electromagnetics Survey	elective	2	even
MFF5936	Mineral Exploration	elective	2	even

 

Acceptance of new students in the UGM Physics Master program is conducted in both semesters, odd semester (August – January) and even semester (February – July). The UGM Physics Master Program can accept students with previous educational backgrounds from Bachelor of Physics and Physics Education.  The program also accept prospective students with a Bachelor’s educational background from fields close to physics such as from Geophysics, Astronomy, Engineering Physics, Instrumentation Electronics and other branches of engineering or science. Student admission requirements and complete information on registration procedures and tuition fees can be found on the UGM webpage http://um.ugm.ac.id.

Questions and Contacts
Dr. Arief Hermanto
Email: arief_hermanto@ugm.ac.id
Mirza Satriawan, Ph.D.
Email: mirza@ugm.ac.id

Address:
Department of Physics
Faculty of Math and Science
Sekip Utara Bulaksumur Yogyakarta 55281
Tel / Fax: (0274) 545 185

Departemen Fisika – Fakultas Matematika dan Ilmu Pengetahuan Alam UGM

Email: dep-fisika.mipa@ugm.ac.id

MASTER OF CHEMISTRY

 

BRIEF DESCRIPTION

The Master of Chemistry Study Program is an academic-oriented education that was established in 1981. Graduates of the Chemistry Masters program receive the M.Sc. (Master of Science) degree. Academic activities in the Chemistry Masters Study Program, Department of Chemistry, Faculty of Mathematics and Natural Sciences UGM, are focused on increasing mastery of chemistry, both theoretical and experimental based on 5 study interests. Academically, in 1981-1985 the Study Program managed one study interest, namely the chemical studies interests. With the development of internal capabilities (human resources, facilities and infrastructure) and the increasing number of prospective students interested in attending more specific education and labor market demands, the type of study interest in this study program develops into five study interests, namely: Inorganic Chemistry, Physical Chemistry, Organic Chemistry, Analytical Chemistry, and Environmental Chemistry. The five study interests give variety and specificity to the Thesis outcomes and the competencies of the Chemistry Masters Program graduates. The goal of learning outcomes in the Chemistry Masters Study Program is to provide opportunities for students to have competence in terms of knowledge, understanding, and skills in the field of chemistry at the Masters level, as well as the quality and other required attributes.

 

EXCELLENCE AND UNIQUENESS

The featured academic programs in Chemistry Masters Program include:

• Green Chemistry Character-based Curriculum Model

The Chemistry Masters Study Program organizes graduate character traits, having knowledgeability, capability, and academic skills based on Green Chemistry or Chemical Sustainability. The character-forming courses include compulsory subject, namely Sustainability in Chemistry, and elective courses (Environmental Biogeochemistry, Industrial and Environmental Analysis, Environmental Management Systems, Environmental Chemodynamics, Chemical Toxicology and Chemical Aspects in Ecology).

 

Student soft-skills are also enriched through Academic English and Advanced Research Methodology courses that provide academic provision as graduates with excellent communication character in English as well as having in-depth research insights. Pedagogical insights are also provided through the Cognitive Development Psychology course from the Faculty of Psychology UGM.

 

• Academic Program with International Exposure

Through collaboration with the Hokkaido University, Japan since 2010, the UGM Master of Chemistry Study Program actively provides opportunities for students to conduct research and lectures at Hokkaido University through the PARE (Populations-Activities-Resources-Environments) program in a short-term or long-term visit. (https://pare.oia.hokudai.ac.jp/en/about).

 

Each year, the Master of Chemistry Study Program also hosts the implementation of Learning Satellite with Hokkaido University with a focus on exploration of water environment field studies. The program involves Hokkaido University and UGM students.

 

The UGM Master of Chemistry Study Program is hosting the 2019 PARE Spring School as a consequence of being a part of the PARE consortium. For 2 weeks, UGM Chemistry Masters students and Postgraduate students from Hokkaido University, ITB, IPB, Chulalongkorn University, Thammasat University, Mahidol University, and Kasetsart University carry out lectures, field practice, and presentation examinations from a series of activities while being in the field (https://pare.oia.hokudai.ac.jp/en/springschool_2019).

 

The pioneering partnership (2019) with Hiroshima University through the Japan Sakura Program offers a 10-day international exposure (lectures and mini-research) for UGM Master of Chemistry students.

 

• International-Class Research

The UGM Master of Chemistry Study Program has been equipped with a Research Laboratory located on the 1st Floor of the UGM Faculty of Mathematics and Natural Sciences (FMIPA) Magister and Doctorate (S2/S3) Building which is equipped with standard preparation and synthesis tools, ovens, furnaces, shakers, analytical balance, and UV-Vis spectrophotometer. Research facilities at the Department of Chemistry located in the Laboratory of Interest (Organic Chemistry, Analytical Chemistry, Physical Chemistry, Inorganic Chemistry) can also be used by all UGM Chemistry Magister students.

 

The Department of Chemistry is also equipped with microscope (TEM) and diffraction (XRD) facilities for the purposes of sophisticated material analysis. Access to sophisticated preparation instruments (electro-spinning and spin-coater machines) and up-to-date characterization instruments (SEM, fluorescence spectroscopy, NMR, TG / DTA, NMR 500 MHz) are also available through UGM integrated laboratory facilities (LPPT, PAU Food and Nutrition, etc.). These facilities enable international class research. The ongoing WCP-A and WCP-B programs, obtained by a number of Lecturer staff, encourage collaboration for international-class research publications in reputable Q1 and Q2 international journals.

 

COMPETENCE

The learning outcomes of the program (PLO) study consist of four objectives, namely (1) Attitudes and Values, (2) Knowledge Mastery, (3) Work Ability, and (4) Managerial Ability.

 

CAREER PROSPECTS

Graduates of the Chemistry Masters Program can work, among others, as:

1. Lecturers/Educators in the field of Chemistry, at the highest level of Bachelor (S-1) study programs in Higher Education
2. Researchers in the field of Chemistry in research institutions or Research and Development in Industries
3. Product designers and consultants in the field of chemistry, specifically in environmental chemistry
4. Quality Control Managers in the industries
5. Waste Management Managers in the industries
6. Environmental Consultants

 

CURRICULUM

In achieving the vision and mission of the Chemistry Study Program at the Faculty of Mathematics and Natural Sciences UGM, academic activities are focused on increasing the mastery of chemistry, both theoretical and experimental. The UGM Chemistry Masters Program, according to 2017 curriculum can be completed in 3 to 4 semesters, assuming, research/final project is carried out in 1 to 2 semesters. The minimum number of credits to be completed is 42 credits, a maximum of 50 credits, with a minimum cumulative achievement index (GPA) of 3.00; including 20 credits of compulsory courses, 8 to 14 credits of suggested elective courses related to study interest skills and completing a minimum of 8 credits and a maximum of 22 credits of elective expertise courses. Elective courses can be taken partly or entirely from elective courses provided in related Study Interests, plus a maximum of 6 credits taken from other Study Interests within the Chemistry Study program.

 

The curriculum structure is shown in the following table:

List of Compulsory Courses

No	Code	Course Name	Credits	Semester
1	MKK 5211	Advanced Inorganic Chemistry	2	I
2	MKK 5311	Advanced Physical Chemistry	2	I
3	MKK 5511	Spectrometric Analysis	2	I
4	MKK 5102	Advanced Research Methodology	2	I
5	MKK 5101	Academic English	1	II
6	MKK 5411	Advanced Physical Organic Chemistry	2	II
7	MKK 5701	Sustainability in Chemistry	2	II
8	MKK 5103	Laboratory Engineering	1	II
9.	MKK 6901	Thesis Seminar	1	III/IV
10.	MKK 6902	Thesis Research	4	III/IV
11.	MKK 6903	Thesis	3	III/IV
		Total	22

 

List of Specialized Courses (as recommended elective courses for students in related studies of interest, and as elective courses for students of other study interests)

 

1. Inorganic Chemistry Specialization

No	Code	Course Name	Credits	Semester
A. Compulsory Courses
1	MKK 5203	Group and Structure of Inorganic Compounds Theory	2	I
2	MKK 5204	Inorganic Spectroscopy	2	I
3	MKK 5207	Advanced Bioinorganic Chemistry	2	I
4	MKK 5202	Inorganic and Organometallic Reaction Mechanisms	2	II
5	MKK 5205	Inorganic Materials	2	II
6	MKK 5206	Nanomaterials	2	II
Total			12
B. Elective Courses (8 credits to be taken from the available 26 credits)
1	MKK 5303	Physical Chemistry of Solid Substances	2	I
2	MKK 5305	Surface Thermodynamics	2	I
3	MKK 5503	Analytical Separation	2	I
4	MKK 5505	Clinical and Forensic Analysis	2	I
5	MKK 5705	Toxicology Chemistry	2	I
6	MKK 5707	Chemical Aspects in Ecology	2	I
7	MKK 5302	Advanced Quantum Chemistry and Computing	2	II
8	MKK 5304	Catalysis	2	II
9	MKK 5502	Non-Preparative Analysis	2	II
10	MKK 5504	Electroanalysis	2	II
11	MKK 5702	Environmental Biogeochemistry	2	II
12	MKK 5704	Data Sampling and Processing	2	II
13	PSU 6401	Psychology of Cognitive Development	2	II
		Total	26

 

1. Physical Chemistry Specialization

No	Code	Course Name	Credits	Semester
A. Compulsory Courses
1	MKK 5303	Physical Chemistry of Solid Substances	2	I
2	MKK 5305	Surface Thermodynamics	2	I
3	MKK 5307	Material Science	2	I
4	MKK 5302	Advanced Quantum Chemistry and Computing	2	II
5	MKK 5304	Catalysis	2	II
6	MKK 5306	Advanced Electrochemistry	2	II
Total			12
B. Elective Courses (8 credits to be taken from the available 18 credits)
1	MKK 5203	Group and Structure of Inorganic Compounds Theory	2	I
2	MKK 5407	Medicinal Chemistry and Drug Design	2	I
3	MKK 5703	Environmental Chemodynamics	2	I
4	MKK 5206	Nanomaterials	2	II
5	MKK 5402	Analysis of Materials and Structure of Organic Compounds	2	II
6	MKK 5502	Non-Preparative Analysis	2	II
7	MKK 5504	Electroanalysis	2	II
8	MKK 5704	Data Sampling and Processing	2	II
9	PSU 6401	Psychology of Cognitive Development	2	II
Total			18

 

1. Organic Chemistry Specialization

No	Code	Course Name	Credits	Semester
A. Compulsory Courses
1	MKK 5403	Synthesis and Mechanisms of Organic Reaction	2	I
2	MKK 5405	Food and Energy Biotechnology	2	I
3	MKK 5407	Medicinal Chemistry and Drug Design	2	I
4	MKK 5402	Analysis of Materials and Structure of Organic Compounds	2	II
5	MKK 5404	Natural and Marine Chemical Products	2	II
6	MKK 5406	Heterocyclic and Agrochemical Chemistry	2	II
Total			12
B. Elective Courses (8 credits to be taken from the available 18 credits)
1	MKK 5207	Advanced Bioinorganic Chemistry	2	I
2	MKK 5505	Analytical Separation	2	I
3	MKK 5507	Clinical and Forensic Analysis	2	I
4	MKK 5507	Industrial and Environmental Analysis	2	I
5	MKK 5202	Inorganic and Organometallic Reaction Mechanisms	2	II
6	MKK 5206	Nanomaterial	2	II
7	MKK 5302	Advanced Quantum Chemistry and Computing	2	II
8	MKK 5306	Advanced Electrochemistry	2	II
9	PSU 6401	Psychology of Cognitive Development	2	II
Total			18

 

1. Analytical Chemistry Specialization

No	Code	Course Name	Credits	Semester
A. Compulsory Courses
1	MKK 5503	Analytical Separation	2	I
2	MKK 5505	Clinical and Forensic Analysis	2	I
3	MKK 5507	Industrial and Environmental Analysis	2	I
4	MKK 5502	Non‐Preparative Analysis	2	II
5	MKK 5504	Electroanalysis	2	II
6	MKK 5506	Geochemical Analysis	2	II
Total			12
B. Elective Courses (8 credits to be taken from the available 22 credits)
1	MKK 5203	Group and Structure of Inorganic Compounds Theory	2	I
2	MKK 5205	Inorganic Material	2	I
3	MKK 5305	Surface Thermodynamics	2	I
4	MKK 5407	Medicinal Chemistry and Drug Design	2	I
5	MKK 5705	Toxicology Chemistry	2	I
6	MKK 5202	Inorganic and Organometallic Reaction Mechanisms	2	II
7	MKK 5302	Advanced Quantum Chemistry and Computing	2	II
8	MKK 5402	Analysis of Materials and Structure of Organic Compounds	2	II
9	MKK 5704	Data Sampling and Processing	2	II
10	MKK 5706	Environmental Management System	2	II
11	PSU 6401	Psychology of Cognitive Development	2	II
		Total	20

 

1. Environmental Chemistry Specialization

No	Code	Course Name	Credits	Semester
A. Compulsory Courses
1	MKK 5703	Environmental Chemodynamics	2	I
2	MKK 5705	Toxicology Chemistry	2	I
3	MKK 5707	Chemical Aspects in Ecology	2	I
4	MKK 5702	Environmental Biogeochemistry	2	II
5	MKK 5704	Data Sampling and Processing	2	II
6	MKK 5706	Environmental Management System	2	II
Total			12
B. Elective Courses (8 credits to be taken from the available 18 credits)
1	MKK 5207	Advanced Bioinorganic Chemistry	2	I
2	MKK 5305	Surface Thermodynamics	2	I
3	MKK 5503	Analytical Separation	2	I
4	MKK 5507	Industrial and Environmental Analysis	2	I
5	MKK 5202	Inorganic and Organometallic Reaction Mechanisms	2	II
6	MKK 5304	Catalysis	2	II
7	MKK 5404	Natural and Marine Chemical Products	2	II
8	MKK 5502	Non-Preparative Analysis	2	II
9	PSU 6401	Psychology of Cognitive Development	2	II
Total			16

 

Course distribution in each semester can be seen in the following table:

Courses		Semester
	I	II	III	IV
Compulsory in Study Program (22 Credits)	1.  Advanced Physical Chemistry (2) 2.  Spectrometric Analysis (2) 3.  Advanced Inorganic Chemistry (2) 4.  Academic English (1) 5.  Research Methodology (2)	1.  Advanced Physical Organic Chemistry (2) 2.  Sustainability in Chemistry (2) 3.  Laboratory Engineering (1)	Thesis (8)(*)
Interest of Study (20‐24 Credits)	Compulsory (6) Elective (4)	Compulsory (6) Elective (4-8)
42‐46 SKS	19 Credits	15‐19 Credits	8 Credits

(*) Seminar: 1 Credit; Thesis: 4 Credits; Comprehensive Examination: 3 Credits

 

TUITION FEES PER SEMESTER

 

Education Costs of the Master of Chemistry Program:

 

No	Higher Education Level	Class	Admission Type	Tuition Fee Level	UKT per Semester
1	Master	Regular	Regular	3	IDR 11,000,000
2	Master	Specific/Partnership	Regular	5	IDR 19,000,000

 

ADMISSION REQUIREMENTS

Applicant Requirements

https://um.ugm.ac.id/v.2015/id_home.php?l=aWRfcGFnZSMxOTA0MTAyMDUjUGVyc3lhcmF0YW4gUHJvZ3JhbSBNYWdpc3RlciM0I1Byb2dyYW0gUGFzY2FzYXJqYW5h

 

Registration Flow

https://um.ugm.ac.id/v.2015/id_home.php?l=aWRfcGFnZSMxOTA0MTAzMDQxI1Byb3NlZHVyIFBlbmRhZnRhcmFuIE1hZ2lzdGVyIzQjUHJvZ3JhbSBQYXNjYXNhcmphbmE=

 

IMPORTANT DATES

• Registration: May – June
• Examination: June
• Announcement: June

 

INQUIRIES

Dr. Roto (Head of Master of Chemistry Study Program)

Email : roto05@ugm.ac.id

 

Dr. Indriana Kartini (Secretary of Master of Chemistry Study Program)

Email : indriana@ugm.ac.id

 

Chemistry Postgraduate (S2-S3)

Email: pascasarjana_kimia@ugm.ac.id

 

Address:

Magister/Doctorate (S2/S3) Building, 1^st Floor

Faculty of Mathematics and Natural Sciences

Universitas Gadjah Mada

Sekip Utara, Bulaksumur, Yogyakarta 55281

Phone (0274) 545188

Email: pascasarjana_kimia@ugm.ac.id

 

Website:

https://mipa.ugm.ac.id/akademik-2/magister-ilmu-kimia/

https://pasca-kimia.mipa.ugm.ac.id/

Bachelor Program of Electronics And Instrumentation

Brief Description

The Bachelor Program of Electronics and Instrumentation (PS Elins) is a study program in the Department of Computer Science and Electronics at FMIPA-UGM. PS Elins produces undergraduates who are intellectual, hold proper morals, competent and possess knowledge in science and technology in the fields of electronics, instrumentation, and computer systems.

Excellence and Uniqueness

1.  Accredited A by BAN-PT, valid until the year 2024
2. Internationally Accredited from ASIIN

Competence

Attitude

Devoted to God Almighty, possess morals, is able to work together, respect the diversity of different cultures, views, beliefs and religions as well as the opinions / original findings of others, uphold the rules of law and possess great passion to put the interests of the nation and society as a priority.

Knowledge

Acquire and able to apply basic concepts of knowledge in the fields of electronics and instrumentation, mastering research and data analysis methods, being able to design systems based on electronics and instrumentation, having practical knowledge, and having the ability and insight to start an independent business in the field of electronics and instrumentation

General Skills

Able to conduct literature research and carry out independent and group research, possess good interpersonal skills, able to work together in teams, both as a leader and as a member, able to divide and delegate tasks, possess a sense of responsibility at one’s own work and is able to be given responsibility for the achievement of the work by the organization, able to communicate with stakeholders from diverse backgrounds with effectively, utilize a foreign language competently, able to write quality scientifically correct papers, have the skills to deepen the knowledge they have previously obtained in the context of lifelong learning.

Exceptional Skills

Able to help design and carry out research in the field of electronics and instrumentation, know and able to assist the implementation of research in accordance with the standard operational procedures in the field of electronics and instrumentation, able to apply basic concepts of knowledge in the field of electronics and instrumentation, able to engineer prototype systems in the field of electronics and instrumentation, able to become a teaching assistant in the field of electronics and instrumentation, able to operate and maintain systems based on electronics and instrumentation and able to apply prototype systems in the field of electronics and instrumentation.

Profession/Graduate Employment

On the basis, graduates of the Electronics and Instrumentation Bachelor Study Program are prepared to be among the fields of pure science and engineering, the employment opportunities of the Electronics and Instrumentation Bachelor Study Program graduates has a broad spectrum. Business fields that might incorporate graduates of the Electronics and Instrumentation Bachelor Study Program include:

1. Energy

Instrumentation engineer, control engineer and SCADA engineer is an example of professions that can be filled by graduates of the Electronics and Instrumentation Bachelor Study Program.

2. Research and Education

Graduates of the Electronics and Instrumentation Bachelor Study Program can work as researchers and lecturers (teachers or lecturers) in both public and private education and research institutions.

Graduate Profile

The Electronics and Instrumentation Bachelor Study Program targets graduates with profiles as shown in the following table.

Graduate Profile	Description
Research Assistant	An individual who plays a  huge role in a research group by carrying out activities using a particular system in gaining knowledge or carrying out a number of practices that can traditionally be associated with belief or philosophical activities.
Engineer	An individual who can carry out engineering practices in a professional manner by applying science, mathematics, and novelty to solve technical, social or commercial problems.
Academic	An individual who can carry out teaching and research activities in an institution or educational environment.
Practitioner	A person who is qualified to do (practice) a job or profession
Technopreuner	An individual who has the spirit of entrepreneurship while dedicating themselves to the field of technology.

 

Curriculum: List of Compulsory Courses

No.	Semester	Code	Courses	Credits	Prasyarat	Type of Course
1	I	UNU 1010	Pancasila	2	–	MPK
2		MFF 1011	Basic Physics I	3	–	MKK
3		MKK 1101	Basic Chemistry I	3	–	MKK
4		MMM 1101	Calculus I	3	–	MKK
5		MII 1201	Programming I	3	–	MKK
6		MII 1202	Programming Practicals I	1	–	MKK
7		MII 1801	Electric Strand	2	–	MKK
8		UNU 100x*)	Religion	2	–	MPK
9		MII 1803	Introduction to Electronics and Instrumentation	2	–	MKK
Total				21
10	II	MII 1001	English	3	–	MBB
11		MII 1002	Bahasa Indonesia	2	–	MBB
12		MFF 1012	Basic Physics II	3	–	MKK
13		MMM 1102	Calculus II	3	–	MKK
14		MII 1804	Digital Electronics	3	–	MKK
15		MII 1854	Digital Electronics Experiment	1	–	MKK
16		MII 1806	Electronics and Instrumentation Workshop	1	–	MPB
17		MII 1808	Methods of Measurement	2	–	MKK
18		MII 1810	Introduction to Instrumentation	3	–	MKK
Total				21
19	III	MII 2805	Analysis of Physical Measurement	2	MFF 1012	MKK
20		MII 2807	Electronic Mathematics I	3	MMM 1102	MKK
21		MII 2809	Electronic Analog	3	MII 1801	MKK
22		MII 2859	Electronic Analog Experiment	1	MII 2809/paralel	MKK
23		MII 2601	Microprocessor	2	–	MKB
24		MII 2651	Microprocessor Experiment	1	MII 2601/paralel	MKB
25		MII 2811	Actuator System	3	MII 1801	MKB
26		MII 2861	Actuator System Experiment	1	MII 2811/paralel	MKB
27		UNU 3000	Citizenship	2	UNU 1010	MPK
Total				18
28	IV	MII 2812	Electronic Mathematics II	3	MII 2807	MKK
29		MII 2814	Extended Electronics	3	MII 1804	MKB
30		MII 2864	Extended Electronics Experiment	1	MII 2814/paralel	MKB
31		MII 2816	Introduction to Control Systems	3	MII 2807	MKB
32		MII 2602	Computer Networks	3	MII 2601	MKB
33		MII 2652	Computer Networks Experiment	1	MII 2602/paralel	MKB
34		MII 2604	Interface of Computer Systems	2	MII 2601	MKB
35		MII 2654	Interface of Computer Systems Experiment	1	MII 2604/paralel	MKB
Total				17
36	V	MII 3817	Intelligent Instrumentation	3	MII 1810	MKB
37		MII 3867	Intelligent Instrumentation Experiment	1	MII 3817/paralel	MKB
38		MII 3819	Sensors and Transducers	3	MII 2809	MKB
39		MII 3605	Digital System Processing I	3	MII 2816	MKB
40		MII 3655	Digital System Processing I Experiment	1	MII 3605/paralel	MKB
41		MII 3821	Control Systems	3	MII 2816	MKB
42		MII 3871	Control Systems Experiment	1	MII 3821/paralel	MKB
43		MII 3003	Research Methodology**)	2	60 sks	MPB
Total				17
38	VI	MII 3001	Seminar**)	1	MII 3003/parallel	MPB
39		MII 3006	Industrial Application Work**)	3	100 sks	MBB
41		MII 3008	Electronics Special Task I**)	1	90 sks	MPB
42		MII 4001	Thesis Proposal**)	2	100 sks, MII 3001/parallel	MPB
43		MII 3824	Digital Control	3	MII 3821	MKB
44		MII 3874	Digital Control Experiment	1	MII 3824/paralel	MKB
Total				11
45	VII	MII 4003	Entrepreneurship and Professional Ethics	2	100 sks	MPB
46		MII 3009	Electronics Special Task II**)	1	100 sks	MPB
47		MII 4002	Undergraduate Thesis**)	4	MII 4001/paralel	MPB
Total				7
48	VIII	UNU 4500	Community Service Program**)	3	100 sks	MBB
Total				3
Total of Compulsory Courses				115

^*) UNU 1000: Islam

^*) UNU 1001: Catholic Religion

^*) UNU 1002: Christianity

^*) UNU 1003: Hinduism

^*) UNU 1004: Buddhism

^*) UNU 1005: Confucianism

^**) Offered every semester

 

 Curriculum: List of Elective Courses

No.	Semester	Code	Courses		Credits	Prerequisite	Type of Course
1	II	MII 1211	Programming II		3	MII 1201	MKK
2		MII 1212	Programming Practicals II		1	MII 1211/paralel	MKK
3		MII 1602	Microcontroller		3	MII 1201	MKB
4		MII 1652	Microcontroller Experiment		1	MII 1602/paralel	MKB
5		MII 1604	Introduction to Biosystems		3	MMM 1101	MKK
Total					11
6	III	MII 2813	Industrial Instrumentation		3	MII 1810	MKB
7		MII 2863	Industrial Instrumentation Experiment		1	MII 2813/paralel	MKB
8		MII 2603	Computer Organization and Architecture		3	MII 2601/paralel	MKB
9		MII 2653	Computer Organization and Architecture Experiment		1	MII 2603/paralel	MKB
10		MII 2815	Programmable Logic Controller		3	MII 1854	MKB
11		MII 2865	Programmable Logic Controller Experiment		1	MII 2815/paralel	MKB
Total					12
12	IV	MII 2818	Electronic Simulation Workshop		2	MII 2809/paralel	MPB
13		MII 2820	Industrial Automation		3	MII 2813	MKB
14		MII 2822	SCADA and DCS		3	MII 2815	MKB
15		MII 2411	Artificial Intelligence		3	MMM 1102	MKB
16		MII 2606	Network Programming and Moving Devices		3	MII 1201, MII 2602/paralel	MKB
Total					14
17	V	MII 3607	Embedded Systems		3	MII 2814	MKB
18		MII 3657	Embedded Systems Experiment		1	MII 3607/paralel	MKB
19		MII 4203	Digital Image Processing		3	MII 1211	MKB
20		MII 3609	Embedded Systems Operating Systems		3	MII 1602	MKB
21		MII 3611	Parallel Systems		3	MII 2602	MKB
Total					13
22	VI	MII 3826		Robotics	3	MII 3821	MKB
23		MII 3828		Robotics Experiment	1	MII 3826/paralel	MKB
24		MII 3606		Digital Signal Processing l II	3	MII 3605	MKB
25		MII 3830		Computer Vision	3	MII 4203	MKB
26		MII 3608		Sensor Networks	3	MII 3819	MKB
27		MII 4411		Pattern Recognition	3	MII 1211	MKB
Total					16
Total of Elective Courses					66

 

Program Duration

• The program duration is 4 years or 8 semesters.

 

Information regarding semesters

• Odd Semester: August – January. Classes are from August – December
• Even Semester : February – July. Classes are from February – June.

 

Tuition Fee

• Tuition fees follow the UKT provisions given at UGM, namely UKT 0 (IDR 0) to UKT 6 (IDR 7.5 million) per semester.

 

Entry Requirements

• Graduated from Natural Sciences major in High School / Engineering Vocational School / Natural Sciences major in Madrasah Aliyah Negeri

  

How to register

• Through the UGM one-door registration system at http://um.ugm.ac.id

 

Contact

Head of the Electronic and Instrumentation Study Program

Dr. tech. Ahmad Ashari, M.I.Kom.

whatsapp 0817-463-205

Email: ashari@ugm.ac.id

 

Secretary of the Electronic and Instrumentation Study Program

Dr.  Yohanes Suyanto

Email: yanto@ugm.ac.id

whatsapp 0856-286-9037

 

Sekretariat Program Studi Geofisika

Bachelor Building Floor. 4

Faculty of Mathematic and Natural Science, UGM

Sekip Utara, Bulak Sumur, Yogyakarta 55281

INDONESIA

Website: https://mipa.ugm.ac.id/akademik-2/sarjana-elektronika-dan-instrumentasi/

Undergraduate Program in Computer Science

 

General Description

The Undergraduate Program in Computer Science (UP-CS) was established in 1987. The UP-CS commits to provide students with education of the highest possible quality. The program offers overseas as well as Indonesian students the opportunity to study and obtain their bachelor’s degree in Computer Science with international standard and excellent curriculum.

 

Excellences

• The program offers four main graduate profiles:
  • Senior System Programmer
  • Network Service Supervisor
  • Data Scientist
  • Software Engineer
• Internationally accredited since 2018 by ASIIN (Accreditation Agency for Degree Programs in Engineering, Computer Science, the Natural Sciences and Mathematics).
• Professional faculty members with more than 60% holding PhD degrees.
• Five supporting research labs: Algorithms and Computation, Intelligent Systems, Software and Data Engineering, Computer Systems and Networking, Electronics and Instrumentations, all equipped with up-to-date software and hardware.
• Opportunity for students to join the double degree programs with the University of Birmingham (UK) or the University of South Australia (Australia).
• Availability of student exchange, international internship and summer course programs in several foreign universities, such as Kyoto University and Kanazawa University (Japan), National Central University and National Taiwan University of Science and Technology (Taiwan), University of Jinan (China), Korea University (South Korea), Universiti Kebangsaan Malaysia and Universiti Tun Hussein Onn Malaysia (Malaysia), University of Chicago (USA), Malmö University (Sweden), University of Birmingham (UK), etc.
• Industrial internship programs in prominent companies such as Telkom, Go-jek, Blibli, etc.

 

Career prospects

• Startup companies, including unicorn/decacorn (Go-jek, Traveloka, etc.)
• E-commerce companies (Lazada, Blibli, Shopee, etc.)
• Government agencies (ministry offices, Bank Indonesia, local government offices, etc.)
• State-owned enterprises (Telkom, Pertamina, etc.)
• Private enterprises (Astra International, Unilever, BCA, etc.)
• Entrepreneurs (building startup companies, dll.)

 

Curriculum

• UP-CS is a 4-year program; however, a lot of students are able to finish their study in less than 4 year.
• The total number of credits is 144 credits, which is equivalent to 240 ECTS.
• Each year is divided into 2 semesters:
  • Odd semester: August – January; lecture time: August – December.
  • Even semester: February – July; lecture time: February – June.
• The structure of the curriculum is as shown in the following table.

 

Table 1: Curriculum Structure

No	Course Name	Credit	Semester
1	Religion	2	1
2	Calculus I	3
3	Basic Physics I	3
4	Basic Chemistry I	3
5	Programming I	3
6	Programming I: Lab	1
7	Logic for Computer Science	2
8	Introduction to Computer Science	3
Subtotal		20
1	Pancasila	2	2
2	Calculus II	3
3	Microprocessor	2
4	Fundamental of Linear Algebra	2
5	Programming II	3
6	Programming II: Lab work	1
7	Discrete Mathematics	3
8	Digital Systems	2
9	English	3
Subtotal		21
1	Citizenship	2	3
2	Computer Organization and Architecture	3
3	Database	3
4	Database: Lab work	1
5	Analysis of Algorithms and Complexity	3
6	Probability and Stochastic Processes	3
7	Language and Automata	3
8	Computer Graphics	3
Subtotal		21
1	Elementary Differential Equations	3	4
2	Computer Networks	3
3	Computer Networks: Lab work	1
4	Operating Systems	3
5	Operating Systems: Lab work	1
6	Advanced Algorithms	3
7	Numerical Methods	2
8	Entrepreneurship and Success Skills	2
9	Artificial Intelligence	3
Subtotal		21
1	Software Development	3	5
2	Software Development: Lab work	1
3	Cryptography and Network Security	3
4	Research Methodology	2
5	Elective course 1	3
6	Elective course 2	3
7	Elective course 3	3
8	Elective course 4	3
Subtotal		21
1	Seminar	1	6
2	Academic Writing	2
3	Philosophy of Computer Science	2
4	Machine Learning	3
5	Information Technology Project Management	3
6	Elective course 5	3
7	Elective course 6	3
8	Elective course 7	3
Subtotal		20
1	Undergraduate Thesis Proposal	2	7
2	Community Services	3
3	Elective course 8	3
4	Elective course 9	3
5	Elective course 10	3
	Subtotal	14
1	Undergraduate Thesis	6	8
Subtotal		6
Total		144

 

• Elective courses can be chosen from the list of elective courses as shown by the following table.

Table 2: List of Elective Courses

No	Course Name	Credit	Semester
1	Distributed Algorithms	3	odd
2	Digital Image Processing	3	odd
3	Model Checking	3	odd
4	Management Science	3	odd
5	Compiler Development	3	even
6	Queueing and Simulation	3	even
7	Science Computational	3	even
8	Parallel System and Programming	3	even
9	Capita Selecta on Algorithm and Computation	3	odd, even
10	Bioinformatics	3	odd
11	Artificial Neural Networks	3	odd
12	Fuzzy Logics	3	odd
13	Pattern Recognition	3	even
14	Expert Systems	3	even
15	Decision Support Systems	3	even
16	Capita Selecta on Intelligent Systems	3	odd, even
17	Information Technology Audit and Control	3	odd
18	Data Mining and Business Intelligence	3	odd
19	Web Programming	3	odd
20	E-Business	3	odd
21	Geographical Information Systems	3	even
22	Information Retrieval Systems	3	even
23	Capita Selecta on Software and Data Engineering	3	odd, even
24	E-Government	3	odd
25	Digital Forensics	3	odd
26	Network Analysis and Optimization	3	odd
27	Network and Mobile Device Programming	3	even
28	Satellite Development	3	even
29	Telecommunication Networks	3	even
30	Capita Selecta on Computer and Network Systems	3	odd, even
31	Analysis of Big Data Computational	3	odd
32	Genetic Algorithms	3	odd
33	Social Informatics	3	even
34	Computational Logics	3	even
35	Object Oriented Software Development	3	odd
36	Enterprise Systems	3	even
37	Industrial Class	3	odd, even

 

Tuition fee

• Local students: IDR 23,000,000/semester
• Foreign students: IDR 30,000,000/semester (approximately USD 2,125 or EUR 1,882)

 

Eligibilities

Graduates from:

• Senior High School or

• A-Level or

• International Baccalaureate

 

Admission Procedures

• Local students: http://dcse.fmipa.ugm.ac.id/site/en/undergraduate-computer-science-international/procedures/
• Foreign students: https://um.ugm.ac.id/v.2015.2/foreign/idx.php

 

Admission timeline

First Intake

• Registration: January – February
• Test: February
• Acceptance: March

Second Intake

• Registration: March – April
• Test: May
• Acceptance: May

Third Intake

• Registration: May – July
• Test: July
• Acceptance: July

For details, please visit: http://dcse.fmipa.ugm.ac.id/site/en/iup-intake/

 

Contact & Information

Dr. Azhari SN, MT
Mobile: +628157929797

Anny Kartika Sari, Ph. D
Email: a_kartikasari@ugm.ac.id
Mobile: +62 82226236355 (sms/whatssapp message only)

Address

International Undergraduate Program in Computer Science
Sekip Utara, FMIPA Universitas Gadjah Mada
Yogyakarta 55281
Indonesia
Telephone: +62 (274) 546194
Email: cs-iup@ugm.ac.id

Website

http://dcse.fmipa.ugm.ac.id/site/en/undergraduate-computer-science/

http://dcse.fmipa.ugm.ac.id/site/en/undergraduate-computer-science-international/

STATISTICS STUDY PROGRAM

 

BRIEF DESCRIPTION

Statistics Study Program (PS Statistics) was established in 1987 and is an educational institution that organizes undergraduate education.

PS Statistics has a vision in line with UGM’s vision of making PS Statistics nationally superior and known at the international level and creating graduates who are competent and full of service to the interests of the nation. To accomplish the vision above, PS Statistics has a mission which is essentially to carry out the tri dharma of higher education with a professional management system, credible, transparent, accountable and responsible governance, and to make efforts for the sustainability of PS Statistics through cooperation in the fields of education, statistical science, applied research, community service and partnerships at the local, national and international levels.

 

EXCELLENCE AND UNIQUENESS

• Accredited A by BAN-PT, valid until the year 2024
• Accredited by ASIIN, valid until the year of 2023
• Some PS Statistics courses are able to be used to obtain PAI level ASAI (Associate of Society of Actuaries of Indonesia) certification
• PS Statistics curriculum has 4 distinct courses: Financial Statistics, Business and Industry, Biostatistics, and Actuarial.

 

COMPETENCE

In reference to the competencies of the KKNI and Forstat, Vision, Mission and Objectives of PS Statistics, the UGM Statistics Study Program establishes Learning Outcome (LO)

After completing the education program, students are expected to become graduates who:
LO-1	Having strong basic skills of Statistics and Math
LO-2	Having a statistical way of thinking and are able to develop it
LO-3	Having a good ability to utilize technology and statistical software in statistical learning and research
LO-4	Having experience of being able to solve real statistics cases in the field
LO-5	Able to communicate in verbal and oral in Statistics
LO-6	Having advanced study skills, and / or lifelong learning
LO-7	Having professional ethics and good soft skills

 

Based on Vision, Mission, Objectives and Goals described above, the standard graduate student of the PS Statistics of Department of Mathematics, Faculty of Mathematics and Natural Sciences is a Bachelor of Statistics who has the ability to:

1. Knowledge and understanding:
2. Having a strong foundation in Statistical concept.
3. Having knowledge to identify problems and determine the right solution method.
4. Having knowledge about the development of Statistics in other aspects.

 

1. Intellectual (thinking) skills:
2. Able to think analytically and logically to solve problems.
3. Able to continue their studies to a higher level in the related field.
4. Able to adapt in other fields.
5. Able to work independently, full of motivation, and creatively.

 

1. Practical skills:
2. Able to work in Statistics field.
3. Competent in various Statistics techniques and numerical computation.
4. Able to design and carry out a Statistics research.

 

1. Transferable skills:
2. Able to communicate ideas and notion in statistical work.
3. Able to communicate results of Statistics analysis in verbal and oral.

 

1. Attitude skills:
2. Devoted to God Almighty and practice Pancasila.
3. Having international insight.
4. Able to adapt in working field.
5. Having professional ethics and good soft skills.

 

CARREER PROSPECTS:

In general, there are two large groups of career prospects for graduates of Statistics, namely:

• (i) Academic

An individual who can carry out teaching and research activities in an institution or educational environment.

• (ii) Statistics Practitioner

A person who is qualified to do (practice) a job or profession using statistical methods.

 

Statistical practitioners are activists or implementers or people who do work using statistical methods. Profession/Graduate Employment as statistical practitioners:

• Data Analyst in various fields
• Research Consultant
• Actuaries
• Research Manager
• Management / Data Manager
• Investment Manager
• Quality Control Manager
• Capital Market Analysts
• and other varies.

 

CURRICULUM

In accordance with the 2016 Curriculum, the graduation requirements for PS Statistics are a minimum of 144 credits (SKS), consisting of 99 compulsory credits (SKS), and a minimum of 45 elective credits (SKS), as follows:

 

Table 1. Compulsory Courses

No	Code	Courses	Credit Scores	Prerequisites
Semester I
1.	MMS-1404	Statistical Methods I	3(1)
2.	MMM-1101	Calculus 1	3
3.	MFF-1011	Basic Physics 1	3
4.	MKK-1101	Basic Chemistry 1	3
5.	MII-1201	Programming 1	3
6.	MII-1202	Programming Practical’s 1	1
7.	UNU-100x	Religion	2
8.	UNU-1010	Pancasila	2
			20
Semester II
1.	MMS-1409	Statistical Methods II	3(1)	MMS-1404*
2.	MMM-1102	Calculus II	3	MMM-1101*
3.	MMS-1410	Explorative Data Analysis	3(1)	MMS-1404*
4.	MMS-1481	Discrete and Combinatory Mathematics	2
5.	MMS -1479	Linear Algebra for Statistics	3
6.	MMS -1480	Philosophy of Science and Professional Ethics in Statistics	2
7.	MMM -1001	English	2
			18
Semester III
1.	MMS -2481	Sample Survey Method	2	MMS-1404*
2.	MMS-2428	Multivariable Calculus for Statistics	2	MMM-1102*
3.	MMM-2301	Elemental Differential Equations	3	MMM-1102*
4.	MMS -2405	Introduction to Experimental Design	3	MMS-1409*
5.	MMS -2421	Applied Regression Analysis	3(1)	MMS-1409*
6.	MMS -2420	Introduction to Mathematical Statistics I	3	MMM-1102*
7.	MMS-2410	Introduction to Probability Models	3	MMM-1102*
			19
Semester IV
1.	MMS -2483	Introduction to Mathematical Statistics II	3	MMS-2420*
2.	MMM-2111	Advanced Calculus	2	MMM-1102*
3.	MMS-2485	Introduction to Sampling Theory	2	MMS 2481*
4.	MMS-2422	Statistics Computing I	3(1)
			10
Semester V
1.	MMS-3421	Applied Multivariate Statistics	3(1)	MMS-2420*
2.	MMS-3429	Introduction to Time Series Analysis	3(1)	MMS-2420*
3.	MMS-3404	Introduction to Size Theory and Probability	3	MMM-1102*
4.	MMM-3002	Introduction to the Stochastic Process	3	MMS-2410*
5.	MMS-3489	Internship Program	2	100 SKS
			14
Semester VI
1.	MMS-3488	Official Statistics	2
2.	UNU-3000	Citizenship	2	60 SKS, IPK>2
3.	MMS-3487	Introduction to Big Data	2	MMS-3421*
			6
Semester VII
1.	UNU-4500	Community Service Program	3	100 SKS
2.	MMS-4437	Undergraduate Thesis I	3	110 SKS
			6
Semester VIII
1.	MMS-4438	Undergraduate Thesis II	6	110 SKS, MMS-4437**
			6
		TOTAL WAJIB	99

*   : prerequisite courses that have been taken

** : able to be taken silmutanously

 

Information :

1. The purpose of credit scores (SKS) n (1) is n credit scores (SKS) accompanied by practicum.
2. Undergraduate Thesis are held every semester.
3. The duration of the Undergraduate Thesis (TA) is designed in 2 semesters.
4. Comprehensive Subjects are a requirement for TA awareness testing.
5. Students who have a minimum TOEFL score of 500, automatically score A in English.
6. Religion course code:

UNU-1000: Islam

UNU-1001: Catholic Religion

UNU-1002: Christianity

UNU-1003: Hinduism

UNU-1004: Buddhism

UNU-1005: Confucianism

 

Table 2. Elective Courses

No	Code	Courses	Credits	Prerequisites
Semester III
1	MMA-1502	Introduction to Financial Mathematics I	3
			3
Semester IV
1.	MMS-2424	Analysis of Applied Variants	3(1)	MMS-1409*
2.	MMS-2415	Demographic	3	MMS-1404*
3.	MMS-2425	Statistical Quality Control	3(1)	MMS-1404*
4.	MMA-1503	Introduction to Financial Mathematics II	3	MMA-1502*
5.	MMS-2426	Categorical Data Analysis	3(1)	MMS-1409*
6.	MMA-1504	Introduction to Microeconomics	3
7.	MMA-1505	Introduction to Actuarial Accounting I	3
8.	MMS-2427	Forecasting Methods	3(1)	MMS-1409*
			24
Semester V
1.	MMA-2502	Introduction to Actuarial Mathematics I	3(1)	MMA-1502*
2.	MMS-3439	Introduction to Queue Theory & Simulation	3(1)	MMS-2410*
3.	MMS-3424	Quantitative Risk Management	3	MMS-2420*
4.	MMS-3441	Biostatistics and Epidemiology	4(1)	MMS-1409*
5.	MMS-3442	Statistics Computation II	3(1)	MMS-2422*
6.	MMA-3501	Introduction to Actuarial Risk Theory I	3
7.	MMA-2503	Introduction to Macroeconomics	3	MMA-1504*
8.	MMA-2501	Introduction to Actuarial Accounting II	3	MMA-1505*
			25
Semester VI
1.	MMS-3431	Nonparametric Statistics Method	3	MMS-1409*
2.	MMA-2504	Introduction to Actuarial Mathematics II	3	MMA-2502*
3.	MMS-3443	Survival Data Analysis	3(1)	MMS-1409*
4.	MMS-3433	Introduction to Investment Management	3	MMA-1502*
5.	MMA-3502	Introduction to Actuarial Risk Theory II	3	MMA-3501*
6.	MMS-3435	Structural Model Equations	3	MMS-3421*
7.	MMS-3445	Introduction to Econometrics	3(1)	MMS-1409*
			21
Semester VII
1.	MMS-4415	Introduction to Response Surface	3	MMS-1409*
2.	MMS-4449	Statistical Capita Selecta A	3	MMS-2483*
3.	MMS-4416	Introduction to Panel Data Analysis	3	MMS-2420*
4.	MMS-4421	Introduction to Decision-Making Theory	3	MMS-1404*
5.	MMA-3503	Pension Funding Theory	3	MMA-2502*
			15
Semester VIII
1.	MMS-4402	Reliability	3	MMS-2420*
2.	MMS-4494	Spatio-Temporal Modeling	3	MMS-3429*
3.	MMS-4403	Sequential Methods	3	MMS-1409*
4.	MMS-4423	Statistical Capita Selecta B	3
			12
	TOTAL		100

*   : prerequisite courses that have been taken

** : able to be taken silmutanously

 

 ENTRY REQUIREMENTS

The selection, registration requirements and procedures can be seen in:

https://um.ugm.ac.id/v.2015/id_home.php?l=aWRfcGFnZSMxOTAxMTAxMSNSYWdhbSBTZWxla3NpIzEjUHJvZ3JhbSBTYXJqYW5h

 

 CONTACT

Address:

Sekip Utara Bulaksumur Yogyakarta 55281

 

Telp	:	+62 274 552243
Fax	:	+62 274 555131
Email	:	stat.fmipa@ugm.ac.id; kaprodi-s1-statistika.mipa@ugm.ac.id; sekprodi-s1-statistika.mipa@ugm.ac.id
Website	:	http://s1-stat.fmipa.ugm.ac.id/

 

Brief information of the Undergraduate Programme of Mathematics

 

The Undergraduate Programme of Mathematics at Universitas Gadjah Mada (in short: UP-Math) was officially established based on the letter of decision of Ministry of Education and Culture Republic Indonesia No. 53759/Kab, 19 September 1955, as the first programme at The Faculty of Mathematics and Natural Sciences (in short: FMNS). The UP-Math is in the coordination of the Department of Mathematics. The department has three undergraduate study programmes (Mathematics Study Programme, Statistics Study Programme, and Actuarial Science Study Programme), one master programme in Mathematics, and one doctoral programme in Mathematics. There are six research groups (Laboratoriums) at the department: Algebra, Analysis, Applied Mathematics, Mathematics Computation, Statistics, and Statistics Computation.

 

In running the programme, the UP-Math has formulated the programme objectives, the Expected Learning Outcomes (the ELOs), the curriculum, and the method of assessment to evaluate the achievement of the ELOs. The formulation has referred to Regulation of Ministry of Education and Cultures Republic of Indonesia no. 44/2015 on Higher Education National Standard, the recommendation by CUPM, IndoMS, the SIAM Report on Mathematics in Industry 2012, Decree of the Ministry of National Education No. 232/U/2000 and 045/U/2002, the suggestions given by alumni and stakeholders, the benchmarking results from some undergraduate programmes in mathematics universities abroad and some undergraduate programmes of Indonesian universities, national accreditation of higher education (BAN PT) document, AUN document, and ASIIN (Accreditation Board in Europe) document.

 

The existing curriculum is Curriculum 2016. It is designed for 8 semesters. To complete the programme, students have to pass at least 144 credits with minimal GPA 2.00 and the maximal total number of credits with grade D is 25%. All of information about the UP-Math is provided at the website: https://s1math.fmipa.ugm.ac.id/en/.

 

The UP-Math follows the schemes of the university for the entrance selection of the students (http://um.ugm.ac.id/v.2015/id_home.php?d=depan). For foreigners, application for the international students is provided at http://um.ugm.ac.id/v.2015.2/foreign/idx.php.

 

Excellences

• Graduates of the UP Math have strong logical thinking, strong adaptive ability, and mathematical ability included mathematical modelling and information technology.
• Internationally accredited since 2018 by ASIIN (Accreditation Agency for Degree Programs in Engineering, Computer Science, the Natural Sciences and Mathematics) Germany.
• Accredited A (excellence) by BAN PT (Badan Akreditasi Nasional Perguruan Tinggi) since 1998.
• Professional faculty members which more than 80% are holding doctoral degrees, graduated from UGM, ITB, and from several universities abroad (Austria, USA, The Netherland, Singapore, Germany, Finland).
• Industrial internship programs in prominent companies such as Packet System Indonseia, IBM, PT. AIA Jasindo, Dentsu Aegis Network, PT. Bukit Asam, PT PFI Megalife Insurance, PT. Maipark, Bukalapak, The Djakarta Post, PT. Antam, PT. Timah, PT. Cybertrend Intra Buana, PT. Smart Data, Biro Pusat Statistik, PT. Sunlife Financial Indonesia, PT. Agriterra, PT. Bluebird, etc.

 

Carrier Prospect

 Considering the universality of mathematics, profession/graduate employment quite diverses. In general, the Graduate Profile of UP-Math is expected to work as:

1. Academic staff
2. Assistant Researcher
3. Consultant
4. Practitioners (Industry, Service, Government).

 

Based on alumni trace in the year 2018 (from alumni of the year 2012 – 2018), it is known that the alumni work in the field of:

Education (teacher and lecturer)		banking (such as:  BNI, BRI, Bank Mandiri, etc.)
research		Actuary
government agency (ministries)		IT (such as: Packet System, IBM, Jati Solution, Gameloft, etc.)
BMKG		company (such as: ASTRA, ELNUSA, IPCO-International in coal mining, etc.)
BPPS		several companies abroad

 

Curriculum

 UP-Math is a 4-year program; however, some students are able to finish their study in less than 4 year.

• The total number of credits is 144 credits, which is equivalent to 240 ECTS.
• Each year is divided into 2 semesters:
  • Odd semester: August – January; lecture time: August – December.
  • Even semester: February – July; lecture time: February – June.

The structure of the curriculum is as shown in the following table.

 

Compulsory Courses in Each Semester

Semester	Nr.	Course	Credits
I	1	Calculus I	3
	2	Basic Physics I	3
	3	Basic Chemistry I	3
	4	Programming I	3
	5	Programming I Laboratory	1
	6	Introduction to Mathematical Logic	3
	7	Religion	2
	8	Statistical Methods I	3 (1)
		Total	21
II	1	Calculus II	3
	2	Analytical Geometry	3
	3	Elementary Linear Algebra	3
	4	Discrete Mathematics I	2
	5	Introduction to Algebraic Structure I	3
	6	Set Theory	2
	7	English	2
	8	Pancasila	2
	9	Elective Course	3
		Total	23
III	1	Multivariable Calculus  I	2
	2	Introduction to Algebraic Structure II	3
	3	Elementary Differential Equations	3
	4	Introduction Probability Models	3
	5	Discrete Mathematics II	2
	6	Transformation Geometry	2
	7	Linear Programming	3 (1)
	8	Elective Courses (maximum)	6
		Total	24
IV	1	Multivariable Calculus  II	2
	2	Advanced Calculus	2
	3	Function of Complex Variables I	2
	4	Linear Algebra	3
	5	Introduction to Numerical Analysis	3 (1)
	6	Introduction to Partial Differential Equations	3
	7	Elective Courses (maximum)	9
		Total	24
V	1	Introduction to Analysis I	3
	2	Computational Mathematics	3 (1)
	3	Function of Complex Variables II	2
	4	Introduction to Mathematical Models	3
	5	Introduction to Stochastic Process	3
	6	Introduction to Philosophy of Sciences	2
	7	Elective Courses (maximum)	8
		Total	24
VI	1	Introduction to Analysis II	3
	2	Civic	2
	3	Community Development Participation (the implementation is in semester break)	3
	4	Elective Courses (maximum)	16
		Total	24
VII	1	Undergraduate Thesis I	3
		Elective Courses	9
		Total	12
VIII	2	Undergraduate Thesis II	6
		Total	6

Note: Some students have completed the programme in 7 semesters (3.5 years).

 

Students can take some elective courses provided by several supporting research groups including:

• Algebraic research group
• Analysis research group
• Applied Mathematics research group
• Statistic research group, includes elective courses which can be claimed as certified courses from PAI (Persatuan Aktuaris Indonesia/Indonesian Actuary Association)
• Mathematics Computation research group and
• Statistics Computation research group.

 

Moreover, it is also possible for students to take courses maximum 9 credits from other

study programmes/departments/faculties in Universitas Gadjah Mada.

We also adopt credit transfer system with another universities in Indonesia and abroad.

 

List of Elective Courses

 

UP-Math Elective Courses
No.	Semester	Course	Credits
1	V	Entrepreneurship	2
2	VI/VII/VIII	Internship	3
Analysis Elective Courses
No.	Semester	Course	Credits
1	II	Introduction to Number Theory	3
2	III	Geometry	3
3	III	Geometry in n-dimensional Euclidean Space in n-dimensional Space	3
4	IV	Vector Analysis	2
5	VI	Introduction to Topology	3
6	VI	Introduction to Theory of Differential Equation	3
7	VI	Introduction to Theory of Measure and Lebesgue Integral	3
8	VI	Introduction to Differential Geometry	3
9	VII	Introduction to Functional Analysis	3
10	VII/VIII	Capita Selecta in Analysis	3
Algebra Elective Courses
No	Semester	Course	Credits
1	III	Applied Linear Algebra I	2
2	III	Finite Group Theory	2
3	IV	Introduction to Combinatorics	3
4	IV	Introduction to Graph Theory	3
5	V	Introduction to Coding Theory	3
6	VI	Introduction to Semigroup Theory	3
7	VI	Applied Linear Algebra II	2
8	VII	Introduction of Module Theory	3
9	VII	Introduction to Cryptography	3
10	VII/VIII	Capita Selecta in Algebra	3
Applied Mathematics Elective Courses
No	Semester	Course	Credits
1	III	Introduction to Game Theory	3
2	IV	Biological Mathematics	3
3	V	Introduction to Theory of System	3
4	V	Introduction to Boundary Value Problem	3
5	VI	Dynamical System	3
6	VI	Introduction to Control Theory	3
7	VII	Introduction to Ergodic Theory	3
8	VII/VIII	Capita Selecta in Applied Mathematics A	3
9	VII/VIII	Capita Selecta in Applied Mathematics B	3
Mathematics Computation Elective Course
No	Semester	Course	Credits
1	VI	Capita Selecta in Computational Mathematics	3
2	VII	Introduction to Fractal Geometry	3
No	Semester	Course	Credits
1	V	Numerical Linear Algebra	3 (1)
No	Semester	Course	Credits
1	IV	Operation Research	3 (1)
2	VI	Introduction to Theory of Optimization	3 (1)

 

Statistics and Computer Science Elective Courses

 

Statistics Elective Courses
No	Course	Credits
1	Explorative data analysis	3 (1)
2	Statistical Method II	3(1)
3	Survey sample method	2
4	Introduction to financial mathematics I¨	3
5	Introduction to Actuarial Accounting I¨	3
6	Applied Regression analysis¨	3 (1)
7	Introduction to Statistical Mathematics I¨	3
8	Introduction to Micro Economy¨	3
9	Introduction to financial mathematics II¨	3
10	Introduction to Macro Economy¨	3
11	Introduction to Statistical Mathematics II¨	3
12	Statistical Quality Control	3 (1)
13	Introduction to Actuarial Accounting II¨	3
14	Introduction to time series¨	3 (1)
15	Introduction to Actuarial Mathematics I¨	3 (1)
16	Introduction to Theory of Actuarial Risk I¨	3
17	Introduction to Theory of Actuarial Risk II¨	3
18	Survival Data Analysis ¨	3 (1)
19	Introduction to Actuarial Mathematics II¨	3
20	Official Statistics	2
Computer Science Elective Courses
No	Course	Credits
1	Programming II	3
2	Programming II Laboratory	1

Symbol ¨ indicates that the course can be claimed as certified courses for PAI (Persatuan Aktuaris Indonesia/Indonesian Actuary Association) under some condition.

 

Tuition fee

 Due to Single Tuition Fee Leveling, it may vary from IDR 500,000/semester (1^st Level of Single Tuition Fee) up to IDR 11,000,000/semester (8^th Level of Single Tuition Fee). Students under a certain condition are also possibly free from tuition fee. Some scholarships (from the government or industries) are also offered for students.

 

Eligible for Graduates from:

 Senior High School/Madrasah Aliyah (Science)

• Vocational Senior High School/Vocational Madrasah Aliyah (Science)

 

Contact & Information

Prof. Dr. Ch. Rini Indrati, M.Si.

Email   : rinii@ugm.ac.id

Dr.rer.nat. Yeni Susanti, M.Si.

Email: yeni_math@ugm.ac.id

 

Address of Undergraduate Program in Mathematics

 Sekip Utara, FMIPA Universitas Gadjah Mada Yogyakarta 55281 Indonesia

Telephone: +62 (274) 552243

Email: maths1@ugm.ac.id

Website : https://s1math.fmipa.ugm.ac.id

Undergraduate Program in Geophysics

 

Brief Description

Geophysics Study Program (PSG) that was established since 1985 (after previously a preferential study path in Physics Study Program in 1974), is one of the study programs that prepares bachelor study graduates in the field of geology.

 

Excellence and Distinctions

• PSG has consecutively obtained “A” BANPT accreditation and recently for the academic period of 2019-2024.
• PSG has also obtained AUN certification that meets Asian level education standards in 2016.

 

Competence

• Attitude

To obey (uphold) the norms, values, morals, religion, general ethics and professional ethics, adaptive, able to adjust rapidly to the environment, both in the office and in the field, equipped with work ethos, execute the best performance in every activity in alignment with the movement of global sustainable development (hamemayu hayuning bawono langgeng), and display professional behaviour (G1)

• Knowledge

To be able to apply fundamental science (mathematics, physics, chemistry, biology,  geology) as well as geophysics in general and its interconnection with other fields such as geology, geodesy, geochemistry, geography, computation and information technology (G2)

• General Skills

To be able to apply all geophysics methodologies (seismic methods, gravitation, magnetic, electric, electromagnetic, thermic, and radioactivity) (G3)

• Specialized Skills

To be able to carry out scientific steps in data acquisition, data processing, and data interpretation in order to explore natural resources for energy (e.g. oil and gas, coal, geothermal) and mineral commodities (e.g., iron, copper, gold, silver, tin) as well as groundwater through geophysical method, and also able to manage a geophysical survey (G4). To be able to do geophysical interpretation which is a solution to inverse problems + probabilities + integrated with ambiguity, carry out interpretations by making models and / or solving simple inverse problems as well as skilled in computer operations to be used both for the purpose of solving geophysical problems as well as communication and internet access (G5)

• Personal Development/Life-long Learning

To be able to renew competence, that is through life-long learning that is in accordance to the recent geophysics condition to compete nationally and internationally by upholding UGM values (Pancasila: Theism, Humanity, Unity, Society, Justice, and Science: universality, objectivity, freedom, appreciation towards truth and reality). (G6)

 

Career Prospect

• Geophysical survey designer.
• Managers / Implementers / Quality Assurers of geophysical data measurement and collection.
• Processing and analysing geophysical data.
• Performing geophysical data modelling and interpretation.
• Researchers, developers, educators in the field of geophysics.
• Performing natural resource exploration through geophysical methods.
• Performing geophysical science-based disaster risk reduction.
• Performing geophysical-based environmental preservation.
• Geophysics consultant.
• Geophysical entrepreneurs.
• Lifelong learners in geophysical science.

 

Curriculum

• Curriculum for academic year 2016-2021 constructed based on the concept of Outcome Based Education
• Minimum total credits required to graduate are 144 credits
• The structure of offered courses can be observed in the following table

 

Table 1. Curriculum Structure of PSG

 

No	Courses	Credits	Semester
1	Religion	2	1
2	Introduction to Geophysics	2
3	Calculus 1	3
4	Fundamental Physics 1	3
5	Fundamental Physics Practicum 1	1
6	Pancasila	2
7	Fundamental Chemistry 1	3
8	Programming 1	3
Subtotal		19
1	Mathematical Physics 1	3	2
2	Fundamental Physics 2	3
3	Fundamental Physics Practicum 2	1
4	Philosophy of Science	2
5	Computation Methods	2
6	Computation Methods Practicum	1
7	Fundamental Geology	2
8	Fundamental Geology Practicum	1
9	Calculus 2	3
10	Elective Course 1	2
Subtotal		20
1	Mathematical Physics 2	3	3
2	Thermodynamics	3
3	Structural Geology	2
4	Structural Geology Practicum	1
5	Geophysical Electronics	2
6	Geophysical Electronics Practicum	1
7	Mechanics 1	3
8	Waves	3
9	Waves Practicum	1
10	Elective Course 2	2
Subtotal		21
1	Mathematical Physics 3	3	4
2	Geology Field Study	2
3	Entrepreneurship and Management	2
4	Mechanics of a Continuous Medium	2
5	Mapping	2
6	Mapping Practicum	1
7	Geophysical Electromagnetics	3
8	Scientific Writing and Presentation	2
9	Elective Course 3	2
10	Elective Course 4	2
Subtotal		21
1	Indonesian tectonics	2	5
2	Seismic Methods 1	2
3	Seismic Methods Practicum 1	1
4	Geoelectricity and EM Methods	2
5	Geophysical Analysis Methods 1	2
6	Geophysical Analysis Methods Practicum 1	1
7	Elective Course 5	2
8	Elective Course 6	2
9	Elective Course 7	2
10	Elective Course 8 + Practicum	3
Subtotal		19
1	Citizenship	2	6
2	Seismic Methods 2	2
3	Seismic Methods Practicum 2	1
4	Seismology	2
5	Seismology Practicum	1
6	Gravity and Magnetic Method	3
7	Non-Seismic Practicum	1
8	Geophysical Analysis Methods 2	2
9	Geophysical Analysis Methods Practicum 2	1
10	Practical Work	1
11	Elective Course 9	2
12	Elective Course 10	3
Subtotal		21
1	Physics of Volcanoes	2	7
2	Physics of Volcanoes Practicum	1
3	Geophysics Workshop	2
4	Laboratory Assignments	1
5	Elective Course 11 + Practicum	3
6	Elective Course 12 + Practicum	3
8	Elective Course 13	2
Subtotal		14
1	Community Service (KKN)	3	8
2	Undergraduate Thesis	6
Subtotal		9
Total		144

• Elective courses that may be chosen by PSG students can be seen in the following Table 2. Elective and different depending to each specialization.

 

Table 2. Elective Courses in PSG

 

No	Courses	SKS	Semester
1	General Biology	2	2 even
2	Petrology	2
3	Petrology Practicum	1
4	Physical Education and PSE	1
5	Geochemistry	2	3 odd
6	Energy	2
7	Global Positioning System (GPS)	2
8	GPS Practicum	1
9	Rock Physics	2	4 even
10	Meteorology	2
11	Inverse Method	2
12	Mechanics 2	3
13	Geostatistics	3
14	Digital Signal Spectrum Analysis	2	5 odd
15	Digital Signal Spectrum Analysis Practicum	1
16	Numerical Solution	2
17	Numerical Solution Practicum	1
18	Project Management	2
19	Stratigraphy	2
20	Geodynamics	2
21	Rock Mechanics	2
22	Petroleum Geology	2	6 even
23	Petroleum Geology Practicum	1
24	Fluid Mechanics for Geophysics	2
25	Seismic Migration	2
26	Seismic Stratigraphy	2
27	Geophysical Instrumentation	2
28	Geophysical Instrumentation Practicum	1
29	Geothermal Exploration	2	7 odd
30	Geothermal Exploration Practicum	1
31	Environmental Geophysics	2
32	Assistance	1
33	Heat and Mass Transfer	2
34	Geophysical Computer Programming	2
35	Marine Geophysics Exploration	2	8 even
36	Selected Topics	2
37	Aero-Geophysics and Satellites	2
38	Volcanic Seismology	2

 

Program Duration

• The duration of the program is 4 months or 8 semesters.

 

Information on Semester Period

• Odd Semester: month of August – January. Class period is August – December.
• Even Semester: month of February – July. Class period is February – June.

 

Tuition Fee

• Tuition fee abides the structured regulation in UGM, which ranges from UKT 0 (0 Rupiah) to UKT 6 (7.5 million Rupiah) per semester.

 

Admission requirements

• Graduated from Science High School/Engineering Vocational School/Science Islamic High School

 

Registration Method

• Through UGM single portal registration system at http://um.ugm.ac.id

 

Inquiries and Contacts

 

Head of Geophysics Study Program

Prof. Dr. H. Sismanto. M.Si

WhatsApp 081 8275 077

E-mail: sismanto@ugm.ac.id

 

Secretary of Geophysics Study Program

Dr. Eddy Hartantyo, M.Si

E-mail: hartantyo@ugm.ac.id

WhatsApp 0896 1914 1231

Phone 081 56879 151

 

Secretariat of Geophysics Study Program

Physics building 3^rd floor Northern area

Faculty of Mathematics and Natural Sciences, UGM

Sekip Utara, Bulak Sumur, Yogyakarta 55281

INDONESIA

Phone +62 274 545185

Fax. +62 274 545183

E-mail: geofisika@ugm.ac.id

Website: http://geofisika.ugm.ac.id