TABLE OF CONTENT
PROGRAME SPECIFICATION ... 1
Chapter 1 BACKGROUND ... 3
Chapter 2 VISION... 5
Chapter 3 MISSION ... 6
Chapter 4 GRADUATE PROFILE ... 7
Chapter 5 LEARNING OUTCOMES ... 8
Chapter 6 ANALYSIS COMPETENCE... 9
Chapter 7 LEVEL OF DEGREE PROGRAM ON IQF ... 14
Chapter 8 CREDIT EQUIVALENCE ... 16
Chapter 9 MODUL DESCRIPTION ... 18
Chapter 10 INTERRELATION BETWEEN MODULE AND ILO ... 20
Chapter 11 LEARNING MODELS AND MEDIA ... 24
Chapter 12 ASSESSMENT OF STUDENT LEARNING OUTCOME ... 27
PROGRAME SPECIFICATION
[ILO-1].
[ILO-2].
[ILO-3].
[ILO-4].
[ILO-5].
[ILO-6].
[ILO-7].
[ILO-8].
Chapter 1
BACKGROUND
The curriculum arrangement involved various component including lectures, students, alumni, stake holder, curriculum board, and faculty executives. This section discusses three study programs' structure and courses, in Mathematics. The curricula are designed based on vision, mission, and educational objectives of the Bachelor Program. The curricula meet the Indonesian National Qualifications Framework (Regulation No. 73/2013 of the Minister of Education and Culture of the Republic of Indonesia), the National Standards for Higher Education (Regulation No. 44/2015 of the Minister of Research, Technology and Higher Education of the Republic of Indonesia), and the Brawijaya University Quality Standards (Regulation No. 1/2017 of Rector of Brawijaya University).
The learning content in the curricula is consolidated following the standard competencies of each professional association, that is the Physical Society of Indonesia (PSI) for Physics Program Study, the Indonesian Mathematical Society (IndoMS) for Mathematics Program Study. The curricula are evaluated and redesigned every 4 (four) years to accommodate major changes. Minor revisions are possible during the implementation to improve the effectiveness of the curricula.
All the curricula are structured using a credit unit system (Regulation No. 232/2000 of the Minister of National Education of the Republic of Indonesia). Every student has to take a minimum of 144 credits and a maximum of 160 credits to complete a bachelor’s degree. The total credits contain a combination of compulsory and elective subjects (courses). The curriculum is designed to be completed within eight semesters or four academic years. The maximum length of study is limited to 14 semesters or seven academic years.
The learning experiences are generally given through lectures, practical work, fieldwork,
community engagement experiences, and a final project. All of the learning experiences should
be comprehensively bringing the student's competence to level 6 of the Indonesian Quality
Framework. The lecture and practical work are primarily designed to gain students' knowledge
and problem-solving skills individually and in a team. Students gain practical experiences of
their competence during the fieldwork or internship (3 credits), which is done in off-campus
internship activities. The community engagement program (3 credits) is designed to allow
students to learn by contributing their real work to society. The final project weighted six
credits must be done in the last semester of the study. The final project report is written in the
form of an undergraduate thesis (“Skripsi”) and disseminated locally. The undergraduate thesis
(and seminar) provides the students with experience researching and communicating their work
in scientific and academic manners, which is important for continuing study or professional
work. The final exam or the comprehensive exam is carried out to evaluate all of the student
learning experience. Details of the workload, requirement, and regulation stated in the faculty
and study program handbooks.
To provide life experiences beyond campus and expand knowledge, students can join student exchange programs to partner universities (Regulation of Rector of Brawijaya University Number 208 of 2010). This program is implemented through internship, research, joint degree, and double degree programs. The concept of flexible learning curricula (Regulation of Rector Universitas Brawijaya Number 034 of 2020) gives students the freedom to take courses outside the study program or even outside the university. Credits earned by students from studies outside the study program or university will be recognized as valid credits, using the subject equivalence principle with case-by-case analysis. Unfortunately, the number of students who participate in the exchange program is still low. Prolonged study time and financial problems are two contributing factors. The program deals with this by omitting institutional fees during the exchange, providing leave during the exchange, providing financial assistance, improving socialization to potential students, and providing exchange programs as rewards for outstanding students at the national level.
The learning process's consistency with the learning plan described in the module
handbook, the learning process is monitored and evaluated by the Head of Study Program
through Quality Assurance Unit (Unit Jaminan Mutu. UJM). Monitoring is carried out for
lecturers (attendance and performance taken by online student questionnaire), for the course
process and material (course material and assessment method), and students (learning
attendance and their scores based on CLO and ILO). Assessment methods are designed in line
with the supported ILO to achieve the CLO described in each course's module handbook
https://matematika.ub.ac.id/s1-matematika/en/module-handbook-2/. The CLO- and ILO-based
scores from each subject can be extracted from the assessment results. The CLO and ILO scores
from a class and student questionnaires are used to make a course portfolio.
Chapter 2
VISION
Vision University
Vision FMIPA
Vision Department of Mathematic
Vision of Undergraduate Program of Mathematic
Chapter 3
MISSION
Mission University
Mission FMIPA
Mission Department of Mathematic
Mission of Undergraduate Program of Mathematic
Chapter 4
GRADUATE PROFILE
Chapter 5
LEARNING OUTCOMES
[ILO-1].
[ILO-2].
[ILO-3].
[ILO-4].
[ILO-5].
[ILO-6].
[ILO-7].
Chapter 6
ANALYSIS COMPETENCE
Course
Group Code Module/ Courses Supported ILO
Smt Credits Lect Pract Compulsory Courses
Study Program Compulsory
MAM61101 Logic and Sets+ 1,2,3,5 1 3 0
MAM61102 Elementary Linear Algebra+ 1,2,3,5 1 4 0
MAM61201 Calculus I+ 1,2,3,5,6 1 4 0
MAM61301 Algorithm Programming 1,2,3,5 1 2 1 MAM61401 Introduction to Statistics) 1,2,4,5,8 1 2 1 MAM62102 Algebraic Structures I+ 1,2,3 2 3 0 MAM62101 Discrete Mathematics) 1,2,3,5,6 2 3 0
MAM62201 Calculus II+ 1,3,4,5,6,7 2 4 0
MAM62202 Geometry Analytic+ 1,3,5,6 2 3 0 MAM62301 Basic Programming 1,2,3,5,6 2 2 1 MAM61103 Algebraic Structures II+ 1,2,3 3 3 0 MAM61203 Introduction to Complex
Function I+ 1,2,3,4 3 2 0
MAM61302 Ordinary Differential
Equation+ 1,2,3,5,8 3 4 0
MAM61402 Introduction to Probability+ 1,2,3,5 3 3 0
MAM61202 Calculus III+ 1,3,4,5,6 3 4 0
MAM62203 Introduction to Complex
Function II+ 1,3,5 4 2 0
MAM62302 Partial Differential Equations 1,2,3,4,5,8 4 3 0 MAM62303 Numerical Mathematics 1,2,3,5,8 4 3 1 MAM62401 Introduction to Mathematical
Statistics+ 1,2,5 4 4 0
MAM61204 Introduction to Real Analysis I 1,3,4,5 5 4 0 MAM61403 Operation Research I+ 1,2,5 5 3 0 MAM62204 Introduction to Real Analysis II 1,3,5 6 2 0 MAM62304 Mathematical Modelling 1,2,3,4,5,6,7,8 6 4 0 MAM60001
Research Methodology and Scientific Writing in
Mathematics
7,8
7 2 0
Course
Group Code Module/ Courses Supported ILO
Smt Credits Lect Pract
MAM61001 Sciences 7,8 1 2 0
National &
University Curriculum
MPK60001-5 Religion 7,8 4 3 0
MPK60006 Citizenship 7,8 3 3 0
MPK60007 Indonesian 7,8 5 3 0
MPK60008 Pancasila 7,8 5 2 0
UBU60001 Final Project 7,8 8 6 0
UBU60002 Internship/Community Service 7,8 7 3 0
UBU60004 Entrepreneurship 7,8 6 3 0
UBU60005 English 7,8 2 2 0
Elective Courses
Algebra
MAM61104 Graph Theory 1,2,3,5 3 2 0
MAM61105 Finite Group Theory 1,2,3,5 3 2 0
MAM61106 Fuzzy Group Theory 1,2,6 3 2 0
MAM61107 Introduction to Module
Theory 1,2,3 5 2 0
MAM62103 Number Theory 1,2,3,4,5,6 2 2 0
MAM62104 Linear Algebra 1,2,3,5 2 2 0
MAM62105 Applications of Elementary
Linear Algebra 1,2,3,4,5,6,8 2 2 0
MAM62106 Combinatorics 1,2,3,4 4 2 0
MAM62107 Matrix Ring 1,2,6, 4 2 0
MAM62108 Coding Theory 1,2,3,4,5,7,8 4 2 0 MAM60101 Capita Selecta in Algebra 1,2,3,5,6,8 6/7 2 0
Analysis
MAM61205 Introduction to Differential
Geometry 1,2,3,4 5 3 0
MAM61206 Introduction to Functional
Analysis 1,2,3,6 7 3 0
MAM61207 Introduction to Fractal
Geometry 2,3,5,6 7 2 1
MAM62205 Univalent Functions 1,3,5,6 4 2 0 MAM62206 Introduction to Topology 1,3,4,5 6 2 0
MAM62207 Measure Theory 1,3,4,5,6 6 2 0
MAM60201 Capita Selecta in Analysis 2,3,4,7,8 6/7 2 0
Applied Analysis &
Comp.
Sciences
MAM61303 Difference Equations+ 1,2,3,4,5,6 3 3 0 MAM61304 Database System 1,2,3,4,5,6,7,8 3 2 1 MAM61305 Numerical Optimization I 1,3,4,5,6 5 2 1 MAM61306 Introduction to Discrete
Dynamical System 1,2,3,4,5,6,7,8 5 2 0 MAM61307
Numerical Methods for Ordinary Differential Equations I
1,2,3,4,5,6,7,8
5 2 1
MAM61308 Introduction to Wave Modeling 1,2,3,4,5,6,7,8 5 2 0 MAM61309 Variational Calculus 1,2,3,4,5,6,7,8 5 2 0 MAM61310 Introduction to Population
Dynamics 1,2,3,4,5,6,7,8 5 2 0
MAM61311 Introduction to Digital Image
Processing 1,3,4,5,6,7,8 5 2 1
MAM62305 Software for Mathematics 2,3,4,5,7,8 2 2 1 MAM62306 Introduction to Data Mining 1,3,4,5,6,7,8 4 2 1 MAM62307 Special Function 1,2,3,4,5 4 2 0 MAM62308 Introduction to Continuous 1,2,3,4,5,6 4 2 0
Course
Group Code Module/ Courses Supported ILO
Smt Credits Lect Pract Dynamical System
MAM62309 Introduction to Computational
Intelligence 1,3,4,5,6,7,8 4 2 1
MAM62310 Numerical Methods for
Partial Differential Equations 1,2,3,4,5,6,7,8 6 2 1 MAM62311 Introduction to Finite Element
Methods 1,2,3,5,6,7 6 2 1
MAM62312 Introduction to Optimal
Control 1,2,3,4,5,6,7,8 6 2 0
MAM62313 Numerical Optimization II 1,2,3,4,5,6,7,8 6 2 1 MAM60301 Capita Selecta in Applied
Analysis 6,7,8 6/7 2 0
MAM60302 Capita Selecta in Scientific
Computing 1,3,5,6,7,8 6/7 2 0
MAM60303 Capita Selecta in Computer
Vision 4,6,7,8 6/7 2 0
Industrial and Financial
Mathematics
MAM61404 Financial Mathematics I 1,2,3,5,6,7,8 3 2 0 MAM61405 Mathematics for Economics
and Business 1,2,4,5,6,7,8 3 3 0
MAM61406 Stochastic Processes 1,2,3,5 5 3 0 MAM61407 Insurance Mathematics II 1,2,5,6,8 5 2 0 MAM61408 Introduction to Reliability
Analysis 1,2,4,5 5 3 0
MAM62402 Introduction to Linear
Regression 1,2,3,4,5,6,7,8 2 2 0
MAM62403 Introduction to Experimental
Design 1,2,3,4,5,6,7,8 2 2 0
MAM62404 Insurance Mathematics I 1,2,5,7,8 4 2 0 MAM62405 Introduction to Forecasting
Method 1,2,5,7,8 4 2 0
MAM62406 Financial Mathematics II 1,2,3 4 2 0 MAM62407 Insurance Risk Model 1,2,3,4,5 6 3 0
MAM62408 Game Theory 1,2,5 6 2 0
MAM62409 Operation Research II+ 1,2,5,6,7,8 6 3 0 MAM60401 Capita Selecta in Operations
Research 1,2,4,5,7 6/7 2 0
MAM60402 Capita Selecta in Probability
and Stochastic Processes 1,2,4,5,7 6/7 2 0 Non Study
Program
MAM61002 Introduction to Chemistry 7,8 3 3 0 MAM61003 Introduction to Biology 7,8 3 3 0 MAM61004 Introduction to Physics 7,8 3 3 0
Chapter 7
LEVEL OF DEGREE PROGRAM ON IQF
(Indonesian Qualification Framework)
Chapter 8
CREDIT EQUIVALENCE
Chapter 9
MODUL DESCRIPTION
▪
▪
▪
▪
Module Handbook
Chapter 10
INTERRELATION
BETWEEN MODULE AND ILO
No Code Module Credit
ILO 1 ILO 2 ILO 3 ILO 4 ILO 5 ILO 6 ILO 7 ILO 8
Lect Pract K1 S1 C1 K2 S2 C2 C3 A
1 MAM61101 Logic and Sets+ 3 0 H H M L
2 MAM61102 Elementary Linear Algebra+ 4 0 H H M L
3 MAM61201 Calculus I+ 4 0 H M L H M
4 MAM61301 Algorithm Programming 2 1 M H H H
5 MAM61001 Sciences 2 0 M H
6 MAM61401 Introduction to Statistics 2 1 M M L L L 7 MAM62102 Algebraic Structures I+ 3 0 H H H
8 MAM62101 Discrete Mathematics) 3 0 H H M L L
9 MAM62201 Calculus II+ 4 0 L L L H M L
10 MAM62202 Geometry Analytic+ 3 0 H M L L
11 UBU60005 English 2 0 M H
12 MAM62301 Basic Programming 2 1 L H H H H 13 MAM61103 Algebraic Structures II+ 3 0 H H H
14 MAM61203 Introduction to Complex Function
I+ 2 0 H M L L
15 MAM61302 Ordinary Differential Equation+ 4 0 H M M M M 16 MAM61402 Introduction to Probability+ 3 0 H H M M
17 MAM61202 Calculus III+ 4 0 H H L M L
18 MPK60006 Citizenship 3 0 M H
19 MPK60001-5 Religion 3 0 M H
20 MAM62203 Introduction to Complex Function
II+ 2 0 H M L
21 MAM62302 Partial Differential Equations 3 0 H H H L H H 22 MAM62303 Numerical Mathematics 3 1 M M M H M 23 MAM62401 Introduction to Mathematical
Statistics+ 4 0 H M L
24 MAM61204 Introduction to Real Analysis I 4 0 H M L L 25 MAM61403 Operation Research I+ 3 0 H M L
26 MPK60007 Indonesian 3 0 M H
27 MPK60008 Pancasila 2 0 M H
No Code Module Credit
ILO 1 ILO 2 ILO 3 ILO 4 ILO 5 ILO 6 ILO 7 ILO 8
Lect Pract K1 S1 C1 K2 S2 C2 C3 A 28 MAM62204 Introduction to Real Analysis II 2 0 H M L
29 MAM62304 Mathematical Modelling 4 0 H H H H L H H H
30 UBU60004 Entrepreneurship 3 0 M H
31 MAM4900 Research Methodology and
Scientific Writing in Mathematics 2 0 M H
32 UBU60002 Internship/ Community Service 3 0 M H
33 UBU60001 Final Project* 6 0 M H
34 MAM61104 Graph Theory 2 0 H H M L
35 MAM61105 Finite Group Theory 2 0 H H M L
36 MAM61106 Fuzzy Group Theory 2 0 H M L
37 MAM61107 Introduction to Module Theory 2 0 H M L 38 MAM61205 Introduction to Differential
Geometry 3 0 M L H L
39 MAM61206 Introduction to Functional
Analysis 3 0 H M L L
40 MAM61207 Introduction to Fractal Geometry 2 1 L M L H L 41 MAM61303 Difference Equations+ 3 0 H H M H M L
42 MAM61304 Database System 2 1 L L M H M H L L 43 MAM61305 Numerical Optimization I 2 1 L H H H H
44 MAM61306 Introduction to Discrete
Dynamical System 2 0 M H M M H L L L 45 MAM61307 Numerical Methods for Ordinary
Differential Equations I 2 1 H M L H H M L L 46 MAM61308 Introduction to Wave Modeling 2 0 M M M M H H L L 47 MAM61309 Variational Calculus 2 0 H H M H L L L L 48 MAM61310 Introduction to Population
Dynamics 2 0 H H M L H H L L
49 MAM61311 Introduction to Digital Image
Processing 2 1 L M H M M L L
50 MAM61404 Financial Mathematics I 2 0 M M L M L L L 51 MAM61405 Mathematics for Economics and
Business 3 0 H H L H M H M
52 MAM61406 Stochastic Processes 3 0 H H M M
53 MAM61407 Insurance Mathematics II 2 0 H H M L L 54 MAM61408 Introduction to Reliability Analysis 3 0 H H M M
55 MAM61002 Introduction to Chemistry 3 0 M H
56 MAM61003 Introduction to Biology 3 0 M H
57 MAM61004 Introduction to Physics 3 0 M H
58 MAM62103 Number Theory 2 0 H H M L L L
59 MAM62104 Linear Algebra 2 0 H H M L
60 MAM62105 Applications of Elementary Linear
Algebra 2 0 M H M L L H M
61 MAM62106 Combinatorics 2 0 H H M M
62 MAM62107 Matrix Ring 2 0 H H L
No Code Module Credit
ILO 1 ILO 2 ILO 3 ILO 4 ILO 5 ILO 6 ILO 7 ILO 8
Lect Pract K1 S1 C1 K2 S2 C2 C3 A
63 MAM62108 Coding Theory 2 0 H H M M M M M
64 MAM62205 Univalent Functions 2 0 M M H L 65 MAM62206 Introduction to Topology 2 0 H L M M
66 MAM62207 Measure Theory 2 0 L M H L L
67 MAM62305 Software for Mathematics 2 1 M H H L M H 68 MAM62306 Introduction to Data Mining 2 1 L H M H H L L 69 MAM62307 Special Function 2 0 H H H M M
70 MAM62308 Introduction to Continuous
Dynamical System 2 0 M M M M H L 71 MAM62309 Introduction to Computational
Intelligence 2 1 L H H H M L L
72 MAM62310 Numerical Methods for Partial
Differential Equations 2 1 H M M M H L L L 73 MAM62311 Introduction to Finite Element
Methods 2 1 M M M H M M
74 MAM62312 Introduction to Optimal Control 2 0 H H M M M L L L 75 MAM62313 Numerical Optimization II 2 1 H M M M M L L L 76 MAM62402 Introduction to Linear Regression 2 0 H H M M M H H H 77 MAM62403 Introduction to Experimental
Design 2 0 M M L M L L M M
78 MAM62404 Insurance Mathematics I 2 0 H H L H M 79 MAM62405 Introduction to Forecasting
Method 2 0 H H M L L
80 MAM62406 Financial Mathematics II 2 0 H M L
81 MAM62407 Insurance Risk Model 3 0 H H M M L
82 MAM62408 Game Theory 2 0 H M L
83 MAM62409 Operation Research II+ 3 0 H H M L L L 84 MAM60101 Capita Selecta in Algebra* 2 0 H M L L M L 85 MAM60201 Capita Selecta in Analysis* 2 0 H H M L L 86 MAM60301 Capita Selecta in Applied
Analysis* 2 0 H M M
87 MAM60302 Capita Selecta in Scientific
Computing* 2 0 M M M H H H
88 MAM60303 Capita Selecta in Computer
Vision* 2 0 H H M M
89 MAM60401 Capita Selecta in Operations
Research* 2 0 H H M M L
90 MAM60402 Capita Selecta in Probability and
Stochastic Processes* 2 0 H H M M L
215 15
ILO Knowledge Skill Competency Attitude Remember Comprehend Apply Analyze Evaluate Create
ILO1 S VS
ILO2 VS
ILO3 M S VS S
ILO4 VS VS
ILO5 VS VS S
ILO6 S VS M
ILO7 S VS S
ILO8 S VS
Intended Learning Outcome
Program Educations Objective (PEO)
PEO1 PEO2 PEO3 PEO4
ILO1
ILO2
ILO3
ILO4
ILO5
ILO6
ILO7
ILO8
Chapter 11
LEARNING MODELS AND MEDIA
Table.11.1 Educational methods for courses Undergraduate Program of Mathematics
No Code Module/ Courses Supported
ILO
Educational methods
1 MAM61101 Logic and Sets+ 1,2,3,5 M1,M2
2 MAM61102 Elementary Linear Algebra+ 1,2,3,5 M1,M2
3 MAM61201 Calculus I+ 1,2,3,5,6 M1,M2
4 MAM61301 Algorithm Programming 1,2,3,5 M1,M2,M4
5 MAM61001 Sciences 7,8 M1, M2
6 MAM61401 Introduction to Statistics) 1,2,4,5,8 M1,M2
7 MAM62102 Algebraic Structures I+ 1,2,3 M1
8 MAM62101 Discrete Mathematics) 1,2,3,5,6 M1,M2
9 MAM62201 Calculus II+ 1,3,4,5,6,7 M1,M2
10 MAM62202 Geometry Analytic+ 1,3,5,6 M1
11 UBU60005 English 7,8 M1
12 MAM62301 Basic Programming 1,2,3,5,6 M1,M2,M4
13 MAM61103 Algebraic Structures II+ 1,2,3 M1
14 MAM61203 Introduction to Complex Function I+ 1,2,3,4 M1 15 MAM61302 Ordinary Differential Equation+ 1,2,3,5,8 M1,M2 16 MAM61402 Introduction to Probability+ 1,2,3,5 M1
17 MAM61202 Calculus III+ 1,3,4,5,6 M1,M2
18 MPK60006 Citizenship 7,8 M1,M2
19 MPK60001-5 Religion 7,8 M1,M2
20 MAM62203 Introduction to Complex Function II+ 1,3,5 M1 21 MAM62302 Partial Differential Equations 1,2,3,4,5,8 M1,M2 22 MAM62303 Numerical Mathematics 1,2,3,5,8 M1,M2,M4 23 MAM62401 Introduction to Mathematical Statistics+ 1,2,5 M1,M2 24 MAM61204 Introduction to Real Analysis I 1,3,4,5 M1
25 MAM61403 Operation Research I+ 1,2,5 M1,M2
26 MPK60007 Indonesian 7,8 M1
27 MPK60008 Pancasila 7,8 M1
28 MAM62204 Introduction to Real Analysis II 1,3,5 M1 29 MAM62304 Mathematical Modelling 1,2,3,4,5,6,7,8 M1,M2,M3
30 UBU60004 Entrepreneurship 7,8 M1,M2,M3
31 MAM60001 Research Methodology and Scientific
Writing in Mathematics 7,8 M1,M2,M3
32 UBU60002 Internship/ Community Service 7,8 M5,M6,M7
33 UBU60001 Final Project 7,8 M3,M6,M7
34 MAM61104 Graph Theory 1,2,3,5 M1
35 MAM61105 Finite Group Theory 1,2,3,5 M1
36 MAM61106 Fuzzy Group Theory 1,2,6 M1
37 MAM61107 Introduction to Module Theory 1,2,3 M1 38 MAM61205 Introduction to Differential Geometry 1,2,3,4 M1 39 MAM61206 Introduction to Functional Analysis 1,2,3,6 M1 40 MAM61207 Introduction to Fractal Geometry 2,3,5,6 M1 41 MAM61303 Difference Equations+ 1,2,3,4,5,6 M1,M2 42 MAM61304 Database System 1,2,3,4,5,6,7,8 M1,M2,M4 43 MAM61305 Numerical Optimization I 1,3,4,5,6 M1,M2,M4 44 MAM61306 Introduction to Discrete Dynamical System 1,2,3,4,5,6,7,8 M1,M2 45 MAM61307 Numerical Methods for Ordinary
Differential Equations I 1,2,3,4,5,6,7,8 M1,M2,M4 46 MAM61308 Introduction to Wave Modeling 1,2,3,4,5,6,7,8 M1,M2 47 MAM61309 Variational Calculus 1,2,3,4,5,6,7,8 M1
No Code Module/ Courses Supported ILO
Educational methods 48 MAM61310 Introduction to Population Dynamics 1,2,3,4,5,6,7,8 M1,M2 49 MAM61311 Introduction to Digital Image Processing 1,3,4,5,6,7,8 M1,M2,M3 50 MAM61404 Financial Mathematics I 1,2,3,5,6,7,8 M1,M2 51 MAM61405 Mathematics for Economics and Business 1,2,4,5,6,7,8 M1,M2
52 MAM61406 Stochastic Processes 1,2,3,5 M1
53 MAM61407 Insurance Mathematics II 1,2,5,6,8 M1,M2 54 MAM61408 Introduction to Reliability Analysis 1,2,4,5 M1,M2
55 MAM61002 Introduction to Chemistry 7,8 M1,M2
56 MAM61003 Introduction to Biology 7,8 M1,M2
57 MAM61004 Introduction to Physics 7,8 M1,M2
58 MAM62103 Number Theory 1,2,3,4,5,6 M1
59 MAM62104 Linear Algebra 1,2,3,5 M1
60 MAM62105 Applications of Elementary Linear Algebra 1,2,3,4,5,6,8 M1
61 MAM62106 Combinatorics 1,2,3,4 M1
62 MAM62107 Matrix Ring 1,2,6, M1
63 MAM62108 Coding Theory 1,2,3,4,5,7,8 M1
64 MAM62205 Univalent Functions 1,3,5,6 M1
65 MAM62206 Introduction to Topology 1,3,4,5 M1
66 MAM62207 Measure Theory 1,3,4,5,6 M1
67 MAM62305 Software for Mathematics 2,3,4,5,7,8 M1,M2,M4 68 MAM62306 Introduction to Data Mining 1,3,4,5,6,7,8 M1,M2,M4
69 MAM62307 Special Function 1,2,3,4,5 M1
70 MAM62308 Introduction to Continuous Dynamical
System 1,2,3,4,5,6 M1,M2
71 MAM62309 Introduction to Computational Intelligence 1,3,4,5,6,7,8 M1,M2,M4 72 MAM62310 Numerical Methods for Partial Differential
Equations 1,2,3,4,5,6,7,8 M1,M2,M4
73 MAM62311 Introduction to Finite Element Methods 1,2,3,5,6,7 M1,M2,M4 74 MAM62312 Introduction to Optimal Control 1,2,3,4,5,6,7,8 M1,M2 75 MAM62313 Numerical Optimization II 1,2,3,4,5,6,7,8 M1,M2,M4 76 MAM62402 Introduction to Linear Regression 1,2,3,4,5,6,7,8 M1 77 MAM62403 Introduction to Experimental Design 1,2,3,4,5,6,7,8 M1 78 MAM62404 Insurance Mathematics I 1,2,5,7,8 M1,M2 79 MAM62405 Introduction to Forecasting Method 1,2,5,7,8 M1 80 MAM62406 Financial Mathematics II 1,2,3 M1,M2
81 MAM62407 Insurance Risk Model 1,2,3,4,5 M1
82 MAM62408 Game Theory 1,2,5 M1
83 MAM62409 Operation Research II+ 1,2,5,6,7,8 M1 84 MAM60101 Capita Selecta in Algebra 1,2,3,5,6,8 M1,M2,M3 85 MAM60201 Capita Selecta in Analysis 2,3,4,7,8 M1,M2,M3 86 MAM60301 Capita Selecta in Applied Analysis 6,7,8 M1,M2,M3 87 MAM60302 Capita Selecta in Scientific Computing 1,3,5,6,7,8 M1,M2,M3 88 MAM60303 Capita Selecta in Computer Vision 4,6,7,8 M1,M2,M3 89 MAM60401 Capita Selecta in Operations Research 1,2,4,5,7 M1,M2,M3 90 MAM60402 Capita Selecta in Probability and
Stochastic Processes 1,2,4,5,7 M1,M2,M3
Chapter 12
ASSESSMENT OF
STUDENT LEARNING OUTCOME
Assessment at course-level
0-100 Scale Letter Grade Quality Index
˃ 80-100 A ≥3.75
˃ 75-80 B+ 3.25 – 3.75
˃ 69-75 B 2.75 – 3.24
˃ 60-69 C+ 2.25 -2.74
˃ 55-60 C 1.75 – 2.24
˃ 50-55 D+ 1.25 – 1.74
˃ 44-50 D 0.75 – 1.24
0-44 E ˃ 0.75
