To become an educational institution for undergraduate level and developing statistics and data science international standard that contribute to science and technology, particularly in the fields of Computing, Business and Industry, Economics and Finance, Social and Population, and Environment and Health.
PLO -1 | Able to apply knowledge of statistical theory, Mathematics, and computation |
PLO -2 | Able to design and carry out data collection with the correct methodology |
PLO -3 | Able to analyze data with the right statistical methods and interpret them |
PLO -4 | Able to identify, formulate and solve statistical problems in various applied fields |
PLO -5 | Able to use computational techniques and modern computer devices needed in the fields of statistics and data science |
PLO -6 | Having knowledge of current and future issues related to the fields of statistics and data science |
PLO -7 | Able to communicate effectively and work together in interdisciplinary and multidisciplinary teams |
PLO -8 | Have the responsibilities and professional ethics |
PLO -9 | Able to motivate themselves to think creatively and lifelong learning |
The curriculum of Undergraduate Study Program of Statistics is arranged based on the learning achievements of graduates that refer to the Indonesian National Qualification Framework (KKNI) and SN DIKTI. Learning outcomes (CP) are also compiled based on the profile of ITS S1-Statistics study program graduates who generally work in 5 fields which are Business-Industry, Computing, Economics-Financial and Actuarial, Social-Population, and Environment-Health.
No | Profile of Graduates | Fields |
1 | Marketing Analyst | Business and Industry |
2 | Manager of Production Planning Inventory Control | |
3 | Quality Control | |
4 | Quality Assurance | |
5 | Reliability Engineer | |
6 | System Engineer | |
7 | Quality by Design | |
8 | Stock Market Analyst | Economic and Financial |
9 | Bank Credit / Insurance Analyst | |
10 | Actuary | |
11 | Tax Analyst | |
12 | Customs Analyst | |
13 | Financial Analyst (OJK) | |
14 | System Analyst/Programmer/SIM | Computation |
15 | IT Consultant | |
16 | IT Infrastructure Planner | |
17 | Data Science | |
18 | Analyst in Government | Social and Population |
19 | Development Planner | |
20 | Government Consultant | |
21 | Development Control Technical Staff | |
22 | Population Analyst | |
23 | Research Consultant | General |
24 | Researcher (LAPAN, BATAN, LIPI, BPPT, BMKG, LITBANGKES, LITBANG PERDAGANGAN) | |
25 | Academics/Educators | |
26 | Administration | |
27 | HRD Manager | |
28 | Government Institution (Department, BPS, etc.) |
The composition courses based on group
Courses | Number of credit | % | |
SKS | |||
National courses | 8 | 5% | |
ITS courses | 7 | 5% | |
Math and Basic Science courses | 16 | 11% | |
Faculty course | 3 | 2% | |
Additional courses | 6 | 4% | |
Study Programmed Courses | Theoretical | 16 | 11% |
Statistical Modeling | 34 | 23% | |
Business and Industrial Statistics | 7 | 5% | |
Statistical Computing and Data Science | 21 | 14% | |
Data Analytics, Economics, and Financial Statistics | 6 | 4% | |
Social and Population Statistics | 3 | 2% | |
Statistical Environmental and Health | 3 | 2% | |
Practical and Final Project | 8 | 5% | |
Enrichment | 3 | 2% | |
Elective | 9 | 6% | |
Total | 150 | 100% |
The study load for the Bachelor Programme is at least 150 credits including the final project, which is divided into the preparatory stage with a study load of 36 credits scheduled in two semesters, and the Bachelor stage with a study load of 108 credits scheduled for six semesters. Students take maximum 3 credits of enrichment courses in another department at ITS. The course detailed on each semester, can be seen in following:
SEMESTER: I | |||
No. | Course Code | Course Name | Credit |
1 | SK184101 | Chemistry | 3 |
2 | KS184102 | Introduction to Economy Theory | 4 |
3 | KM184101 | Mathematics I | 3 |
4 | KS184101 | Introduction to Statistical Method | 3 |
5 | SF184101 | Physics I | 4 |
6 | UG184914 | English | 2 |
Total credit | 19 |
SEMESTER: II | |||
No. | Course Code | Course Name | Credit |
1 | UG184912 | Bahasa Indonesia | 2 |
2 | SF184201 | Physics II | 3 |
3 | KS184203 | Sampling and Survey Techniques | 3 |
4 | KM184201 | Mathematics II | 3 |
5 | KS184240 | Computer Programming | 4 |
6 | UG1849XY | Religion | 2 |
Total credit | 17 |
SEMESTER: III | |||
No. | Course Code | Course Name | Credit |
1 | KS184341 | Numerical Analysis | 3 |
2 | UG184911 | Pancasila (Five Basic Principles) | 2 |
3 | KS184304 | Regression Analysis | 3 |
4 | KS184305 | Linear Algebra | 4 |
5 | KS184306 | Mathematics III | |
3 | |||
Total credit | 18 |
SEMESTER: IV | |||
No. | Course Code | Course Name | Credit |
1 | KS184442 | Explorative Data Analysis | 2 |
2 | KS184408 | Experimental Design | 3 |
3 | KS184409 | Mathematics IV | 3 |
4 | KS184410 | Mathematical Statistics I | 3 |
5 | KS184443 | Statistical Computation | 3 |
6 | KS184411 | Operation Management | 3 |
7 | Extracurricular Activities | 1 | |
Total credit | 18 |
SEMESTER: V | |||
No. | Course Code | Course Name | Credit |
1 | UG184915 | Technopreneurship | 2 |
2 | KS184512 | Non Parametric Statistics | 3 |
3 | KS184513 | Mathematical Statistics II | 3 |
4 | KS184514 | Stochastic Process | 3 |
5 | KS184544 | Statistical Quality Control | 4 |
6 | Elective Course I | 3 | |
7 | Extracurricular Activities | 1 | |
Total credit | 19 |
SEMESTER: VI | |||
No. | Course Code | Course Name | Credit |
1 | KS184615 | Multivariate Analysis | 4 |
2 | KS184616 | Categorical Data Analysis | 3 |
3 | KS184617 | Time Series Analysis | 3 |
4 | KS184618 | Research Methodology | 2 |
5 | KS184645 | Data Mining | 3 |
6 | Elective Course II | 3 | |
7 | Foreign Language | 2 | |
Total credit | 20 |
SEMESTER: VII | |||
No. | Course Code | Course Name | Credit |
1 | KS184719 | Official Statistics | 3 |
2 | KS184746 | Simulation Techniques | 3 |
3 | KS184720 | Econometrics | 3 |
4 | KS184747 | Data Analysis | 3 |
5 | KS184721 | On Job Training | 2 |
6 | Elective Course III | 3 | |
7 | Scientific Publication | 2 | |
Total credit | 19 |
SEMESTER: VIII | |||
No. | Course Code | Course Name | Credit |
1 | UG184916 | Insight and Technology Application | 3 |
2 | KS184822 | Final Project | 6 |
3 | KS184823 | Statistical Consulting | 3 |
4 | UG184913 | Civics | 2 |
5 | KS184824 | Survival Analysis | 3 |
6 | Elective Course IV | 3 | |
Total credit | 20 |
No. | Course Code | Course Name | Credit |
RMK THEORY and STATISTICAL MODELING | |||
1 | KS184625 | Nonparametric Regression | 3 |
2 | KS184626 | Bayesian Analysis | 3 |
3 | KS184827 | Time Series Econometrics | 3 |
RMK COMPUTATIONAL STATISTICS | |||
4 | KS184528 | Data Structure and Algorithm | 2 |
5 | KS184648 | Management Information System | 3 |
6 | KS184749 | Statistical Machine Learning | 3 |
RMK BUSINESS and INDUSTRIAL STATISTICS | |||
7 | KS184529 | Operation Research | 3 |
8 | KS184530 | Quality Management | 3 |
9 | KS184531 | Business Decision Analysis | 3 |
10 | KS184632 | Six Sigma | 3 |
11 | KS184633 | Quality Design | 3 |
12 | KS184634 | Reliability Analysis | 3 |
13 | KS184735 | Logistic and Supply Chain Management | 3 |
14 | KS184736 | Marketing Research Method | 3 |
RMK ECONOMIC and FINANCE STATISTICS | |||
15 | KS184537 | Financial Mathematics | 3 |
16 | KS184538 | Accounting | 3 |
17 | KS184639 | Financial Analysis | 3 |
18 | KS184650 | Risk Analysis | 3 |
19 | KS184751 | Analytical Business | 3 |
20 | KS184752 | Actuarial | 3 |
RMK SOCIAL and DEMOGRAPHIC STATISTICS | |||
21 | KS184553 | Demography Study | 3 |
22 | KS184654 | Social Research Method | 3 |
RMK ENVIRONMENT and HEALTH STATISTICS | |||
23 | KS184555 | Biostatistics | 3 |
24 | KS184757 | Meta Analysis | 3 |
25 | KS184656 | Spatial Statistics | 3 |
26 | KS184658 | Internship | 3 |
27 | KS184459 | Selected Topic | 3 |
No | Course Code | Course Name | Credit | Semester | Preconditional Course | Enrichment Course |
1 | KS18490 | Introduction to Statistical Method | 3 | 1 | None | Introduction to Statistical Method |
2 | KS184305 | Matrix | 3 | 3 | None | |
3 | KS184306 | Mathematics III | 3 | 3 | Mathematics II | |
4 | KW184901 | Probability Theory | 3 | 3 | Mathematics I, Mathematics II, Introduction to Statistical Method | |
5 | KS184304 | Regression Analysis | 3 | 3 | Introduction to Statistical Method | Regression Analysis |
6 | KS184203 | Survey and Sampling Technique | 3 | 2 | Introduction to Statistical Method | |
7 | KS184408 | Experimental Design | 3 | 4 | Regression Analysis | |
8 | KS184408 | Mathematics IV | 3 | 4 | Mathematics III | |
9 | KS184410 | Mathematics Statistics I | 3 | 4 | Probability Theory | |
10 | KS184512 | Non Parametric Statistics | 3 | 5 | Experimental Design | |
11 | KS184513 | Mathematics Statistics II | 3 | 5 | Mathemathic Statistics I | |
12 | KS184514 | Stochastics Process | 3 | 5 | Probability Theory, Mathemathic Statistics I | |
13 | KS184615 | Multivariate Analysis | 4 | 6 | Matriks, Mathemathic Statistics I, Mathemathic Statistics II | |
14 | KS184616 | Categorical Data Analysis | 3 | 6 | Mathemathic Statistics I | |
15 | KS184617 | Time Series Analysis | 3 | 6 | Regression Analysis | |
16 | KS184721 | Practical Work | 2 | 7 | At least have taken 100 credits courses | |
17 | KS184618 | Research Methodology | 2 | 6 | None | |
18 | KS184823 | Statistical Consulting | 3 | 8 | Data Analysis | |
19 | KS184822 | Final Project | 6 | 8 | At least have taken 120 credits courses | |
20 | KS184625 | Non Parametric Regression | 3 | 6 | Regression Analysis | |
21 | KS184626 | Bayessian Analysis | 3 | 6 | Regression Analysis | |
22 | KS184627 | Time Series Econometrics | 3 | 8 | Introduction to Economy Theory, Time Series Analysis, Regression Analysis | |
23 | KS184240 | Computer Programming | 4 | 2 | None | |
24 | KS184341 | Numerical Analysis | 3 | 3 | None | |
25 | KS184442 | Exploratory Data Analysis | 2 | 4 | Introduction to Statistical Method | |
26 | KS184443 | Statistical Computation | 3 | 4 | Computer Programming, Regression Analysis | |
27 | KS184746 | Simulation Techniques | 3 | 7 | Computer Programming | |
28 | KS184645 | Data Mining | 3 | 6 | Multivariate Analysis | |
29 | KS184747 | Data Analysis | 3 | 7 | Time Series Analysis, Multivariate Analysis, Regression Analysis, Categorical Data Analysis | |
30 | KS184528 | Data Structure and Algorithm | 2 | 5 | Computer Programming | |
31 | KS184648 | Management Information System | 3 | 6 | Computer Programming | |
32 | KS184749 | Statistical Machine Learning | 3 | 7 | Regression Analysis, Time Series Analysis, Multivariate Analysis | |
33 | KS184411 | Operation Management | 3 | 4 | None | |
34 | KS184544 | Statistical Quality Control | 4 | 5 | Introduction to Statistical Method | |
35 | KS184529 | Operation Research | 3 | 5 | None | |
36 | KS184530 | Quality Management | 3 | 5 | None | |
37 | KS184531 | Business Decision Analysis | 3 | 5 | Introduction to Statistical Method | |
38 | KS184632 | Six Sigma | 3 | 6 | Introduction to Statistical Method, Teknik Pengendalian Kualitas | |
39 | KS184633 | Quality Design | 3 | 6 | Experimental Design | |
40 | KS184634 | Reability Analysis | 3 | 6 | Mathemathic Statistics | |
41 | KS184735 | Logistics and Supply Chain Management | 3 | 7 | None | |
42 | KS184736 | Marketing Research Methods | 3 | 7 | Regression Analysis, Multivariate Analysis, Categorical Data Analysis | |
43 | KS184102 | Introduction to Economy Theory | 3 | 1 | None | |
44 | KS184720 | Econometrics | 3 | 7 | Regression Analysis, Introduction to Economy Theory | |
45 | KS184537 | Financial Mathematics | 3 | 5 | Introduction to Statistical Method | |
46 | KS184538 | Accounting | 3 | 5 | None | |
47 | KS184639 | Financial Analysis | 3 | 6 | Introduction to Economy Theory | |
48 | KS184650 | Risk Analysis | 3 | 6 | Probability Theory, Introduction to Economy Theory | |
49 | KS184751 | Business Analytics | 3 | 7 | Statistical Computation | |
50 | KS184752 | Actuarial | 3 | 7 | Financial Mathematics, Mathemathic Statistics I | |
51 | KS184553 | Demographic Studies | 3 | 5 | Introduction to Statistical Method, Regression Analysis | |
52 | KS184719 | Official Statistics | 3 | 7 | Regression Analysis, Non Parametric Statistics | |
53 | KS184654 | Social Research Methods | 3 | 6 | Survey and Sampling Technique, Categorical Data Analysis | |
54 | KS184555 | Biostatistics | 3 | 5 | Non Parametric Statistics, Categorical Data Analysis, Survey and Sampling Technique | |
55 | KS184824 | Survival Analysis | 3 | 8 | Mathemathic Statistics I, Regression Analysis, Categorical Data Analysis | |
56 | KS184757 | Meta Analysis | 3 | 7 | Regression Analysis, Categorical Data Analysis | |
57 | KS184656 | Spatial Statistics | 3 | 6 | None | |
58 | UG184914 | English | 3 | 1 | None | |
59 | SF18490 | Physics I | 3 | 1 | None | |
60 | KM18490 | Mathematics I | 3 | 1 | None | |
61 | SK18490 | Chemistry | 3 | 1 | None | |
62 | KM184201 | Mathematics II | 3 | 2 | None | |
63 | UG184916 | Technological Insights and Applications | 3 | 8 | None | |
64 | SF184201 | Physics II | 4 | 2 | None | |
65 | UG184911 | Pancasila | 2 | 3 | None | |
66 | UG184912 | Bahasa | 2 | 2 | None | |
67 | UG1849XY | Religion | 2 | 2 | None | |
68 | UG184913 | Nationality | 3 | 8 | None | |
69 | UG184915 | Technopreneurship | 3 | 5 | None | |
70 | Enrichment Course | 3 | 6 | At least have taken 90 credits courses |
Final Project Manual Book
EN_Panduan_TA-Sarjana-Statistika-FSAD-ITS-10032020_fix
On Job Training Manual Book