Curriculum - Statistics USK

Bachelor's Program Curriculum

First Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Module Handbook
1	MKWU1002	Civic Education	2	Compulsory	-	View
2	MKWU1005	Disaster and Environmental Management	2	Compulsory	-	View
3	MKWU1006	Character Building 1	2	Compulsory	-	View
4	SMPA1001	Introduction to Calculus	3	Compulsory	-	View
5	SMPA1003	Introduction to Physics	2	Compulsory	-	View
6	SMPA1005	Introduction to Chemistry	2	Compulsory	-	View
7	SMPA1007	Introduction to Biology	2	Compulsory	-	View
8	SMPA1009	Introduction to Industrial Revolution	2	Compulsory	-	View
9	SMPA1011	Statistical Methods	2	Compulsory	-	View
10	SSTK1001	Statistical Methods Practicum	1	Compulsory	-	View
11	SSTK1003	Scientific Paradigm and Communication	2	Compulsory	-	View
TOTAL			20	empty	empty	empty

Second Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	MKWU1001	Pancasila (State Ideology)	2	Compulsory	-	View
2	MKWU1003	Indonesian Language	2	Compulsory	-	View
3	MKWU1004	English	2	Compulsory	-	View
4	MKWU1007	Character Building 2	0	Compulsory	-	View
5	SSTK1002	Calculus	4	Compulsory	-	View
6	SSTK1004	Matrix Algebra	3	Compulsory	-	View
7	SSTK1006	Introduction to Econometrics	2	Compulsory	-	View
8	SSTK1008	Data Exploration and Visualization	1	Compulsory	-	View
9	SSTK1010	Data Exploration and Visualization Practicum	1	Compulsory	-	View
10	SSTK1012	Algorithm and Programming	2	Compulsory	-	View
11	SSTK1014	Algorithm and Programming Practicum	1	Compulsory	-	View
TOTAL			20	empty	empty	empty

Third Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	MKWU2001	Religion Education	2	Compulsory	MKWU1006 MKWU1007	View
2	SSTK2005	Statistical Theory I	3	Compulsory	SSTK1002	View
3	SSTK2007	Nonparametric Statistics	2	Compulsory	SMPA1011	View
4	SSTK2009	Numerical Methods	2	Compulsory	SSTK1002	View
5	SSTK2011	Regression Analysis	2	Compulsory	SMPA1011	View
6	SSTK2013	Regression Analysis Practicum	1	Compulsory	-	View
7	SSTK2015	Sampling Techniques	2	Compulsory	SMPA1011	View
8	SSTK2017	Sampling Techniques Practicum	1	Compulsory	-	View
9	SSTK2019	Introduction to Data Science	2	Compulsory	-	View
10	SSTK2021	Introduction to Data Science Practicum	1	Compulsory	SSTK1012	View
11	SSTK2023	Database & Data Search- SQL	2	Compulsory	-	View
12	SSTK2025	Database & Data Search- SQL Practicum	1	Compulsory	-	View
TOTAL			21	empty	empty	empty

Fourth Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	SSTK2016	Statistical Theory II	3	Compulsory	SSTK2005	View
2	SSTK2018	Categorical Data Analysis	3	Compulsory	SSTK2011	View
3	SSTK2020	Introduction to Biostatistics	2	Compulsory	SMPA1011	View
4	SSTK2022	Survey Design	1	Compulsory	SSTK2015	View
5	SSTK2024	Survey Design Practicum	1	Compulsory	-	View
6	SSTK2026	Experimental Design I	2	Compulsory	SMPA1011	View
7	SSTK2028	Experimental Design I Practicum	1	Compulsory	-	View
8	SSTK2030	Multivariate Statistical Analysis	2	Compulsory	SSTK1004	View
9	SSTK2032	Multivariate Statistical Analysis	1	Compulsory	-	View
10	0	Elective Courses	5	Elective	-	View
TOTAL			21	empty	empty	empty

Fifth Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	SMPA3013	Entrepreneurship	2	Compulsory	-	View
2	SMPA3015	Practicum of Entrepreneurship	1	Compulsory	-	View
3	SSTK3017	Research Methodology	2	Compulsory	SSTK2015	View
4	SSTK3019	Introduction to Digital Business	2	Compulsory	-	View
5	SSTK3021	Statistical Quality Control I	2	Compulsory	SMPA1011	View
6	SSTK3023	Statistical Quality Control I Practicum	1	Compulsory	-	View
7	SSTK3025	Time Series Analysis	2	Compulsory	SSTK2011	View
8	SSTK3027	Time Series Analysis Practicum	1	Compulsory	-	View
9	SSTK3029	Data Mining	2	Compulsory	-	View
10	SSTK3031	Data Mining Practicum	1	Compulsory	-	View
11	SSTK3031	Elective Courses	5	Elective	-	View
TOTAL			21	empty	empty	empty

Sixth Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	SSTK3034	Statistical Computing and Simulation	3	Compulsory	SSTK2019	View
2	SSTK3036	Capita Selecta	2	Compulsory	-	View
3	SSTK3038	Colloquium	2	Compulsory	SSTK3017	View
4	0	Elective Courses	11	Elective	-	View
TOTAL			18	empty	empty	empty

Seventh Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	MKWUP001	Community Service Program	2	Compulsory	*)	View
2	SMPAP001	Internship	3	Compulsory	≥ 80 SKS	View
3	SMPAP002	Research Proposal	2	Compulsory	**)	View
4	0	Elective Courses	12	Elective	-	View
TOTAL			19	empty	empty	empty
) Has completed ≥ 100 credits or complies with the regulations set by the Community Service Program Implementing Body of Syiah Kuala University. *) Has completed ≥ 120 credits, has a GPA ≥ 2.0, and has passed the required courses related to the research field with a minimum grade of ≥ BC.

Eighth Semester

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Handbook
1	SMPAPA01	Final Project	4	Compulsory	***)	View
TOTAL			4	empty	empty	empty
***) Has completed or is currently conducting a research proposal.

Elective Course

No	Code	Subject	Credit	Compulsory/Elective	Prerequisite	Module Handbook
Fourth Semester (Even)
1	SSTK6040	Fuzzy Systems	2	Elective	-	View
2	SSTK6042	Official Statistics	2	Elective	-	View
3	SSTK6033	Population Statistics	2	Elective	SMPA1011	View
4	SSTK6046	Introduction to Actuarial Science	2	Elective	-	View
5	SSTK6048	Operations and Business Management	2	Elective	-	View
6	SSTK6050	Advanced Calculus	3	Elective	SSTK1002	View
7	SSTK6052	Data Structures	2	Elective	-	View
8	SSTK6054	Data Structures Practicum	1	Elective	-	View
9	SSTK6054	Machine Learning	2	Elective	-	View
10	SSTK6058	Machine Learning Practicum	1	Elective	-	View
11	SSTK6060	Geographic Information Systems	2	Elective	-	View
12	SSTK6062	Geographic Information Systems Practicum	1	Elective	-	View
13	SSTK6064	Management Information System	2	Elective	-	View
14	SSTK6066	Management Information System Practicum	1	Elective	-	View
15	SSTK6068	Econometrics I	2	Elective	SSTK1006	View
16	SSTK6070	Econometrics I Practicum	1	Elective	-	View
17	SSTK6072	Operations Research I	2	Elective	-	View
18	SSTK6074	Operations Research I Practicum	1	Elective	-	View
Fifth Semester (Odd)
1	SSTK6033	Introduction to Physics Practicum	1	Elective	-	View
2	SSTK6035	Introduction to Chemistry Practicum	1	Elective	-	View
3	SSTK6037	Introduction to Biology Practicum	1	Elective	-	View
4	SSTK6039	Epidemiology	2	Elective	-	View
5	SSTK6041	Evironmental Health Statistics	2	Elective	-	View
6	SSTK6043	Educational Measurement and Evaluation	2	Elective	-	View
7	SSTK6045	Introduction to Financial Analysis	2	Elective	-	View
8	SSTK6047	Financial Analysis	3	Elective	SSTK6045	View
9	SSTK6049	Linear Model	3	Elective	-	View
10	SSTK6051	Experimental Design II	2	Elective	SSTK2026	View
11	SSTK6053	Experimental Design II Practicum	1	Elective	-	View
12	SSTK6055	Disaster Statistics	2	Elective	-	View
13	SSTK6057	Disaster Statistics Practicum	1	Elective	-	View
14	SSTK6059	Spatial Statistics	2	Elective	-	View
15	SSTK6061	Spatial Statistics Practicum	1	Elective	-	View
16	SSTK6063	Econometrics II	2	Elective	SSTK6058	View
17	SSTK6065	Econometrics II Practicum	1	Elective	-	View
18	SSTK6067	Operations Research II	2	Elective	SSTK6062	View
19	SSTK6069	Operations Research II Practicum	1	Elective	-	View
Sixth Semester (Even)
1	SSTK6076	Longitudinal Data Analysis	2	Elective	-	View
2	SSTK6078	Enviromental Statistics	2	Elective	-	View
3	SSTK6080	Item Response Theory	2	Elective	-	View
4	SSTK6082	Sociometrics	2	Elective	-	View
5	SSTK6084	Public Policy Analysis	2	Elective	-	View
6	SSTK6086	Statistical Business and Profession	2	Elective	-	View
7	SSTK6088	Forensic Statistics	3	Elective	-	View
8	SSTK6090	Computational Biostatistics	2	Elective	-	View
9	SSTK6092	Computational Biostatistics Practicum	1	Elective	-	View
10	SSTK6094	Advanced Numerical Methods	2	Elective	SSTK2009	View
11	SSTK6096	Advanced Numerical Methods Practicum	1	Elective	-	View
12	SSTK6098	Advanced Nonparametics Statistics	2	Elective	SSTK2007	View
13	SSTK6100	Advanced Nonparametrics Statistics Practicum	1	Elective	-	View
14	SSTK6102	Statistical Quality Control II	2	Elective	SSTK3021	View
15	SSTK6104	Statistical Quality Control II Practicum	1	Elective	-	View
16	SSTK6106	Marketing Research	2	Elective	-	View
17	SSTK6108	Marketing Research Practicum	1	Elective	-	View
18	SSTK6110	Digital Business	2	Elective	-	View
19	SSTK6112	Digital Business Practicum	1	Elective	-	View
Seventh Semester (Odd)
1	SSTK6071	Health Data Analysis	2	Elective	-	View
2	SSTK6073	Actuarial Science	2	Elective	-	View
3	SSTK6075	Advanced Time Series Analysis	2	Elective	SSTK3025	View
4	SSTK6077	Advances Time Series Analysis Practicum	1	Elective	-	View
5	SSTK6079	Meta Analysis	2	Elective	-	View
6	SSTK6081	Meta Analysis Practicum	1	Elective	-	View
7	SSTK6083	Big Data Programming	1	Elective	-	View
8	SSTK6085	Big Data Programming Practicum	2	Elective	-	View
9	SSTK6087	Business Intelligence and Data Analytics	2	Elective	-	View
10	SSTK6089	Business Intelligence and Data Analytics Practicum	1	Elective	-	View
11	SSTK6091	Text Analysis	2	Elective	-	View
12	SSTK6093	Text Anaylsis Practicum	1	Elective	-	View
13	SSTK6095	Artificial Inteligence	2	Elective	-	View
14	SSTK6097	Artificial Inteligence Practicum	1	Elective	-	View
15	SSTK6099	Structural Equations Modeling	1	Elective	SSTK2011	View
16	SSTK6101	Structural Equations Modeling Practicum	1	Elective	-	View
17	SSTK6103	Statistical Modeling	2	Elective	SSTK1002	View
18	SSTK6105	Statistical Modeling Practicum	1	Elective	-	View
19	SSTK6107	Survival Analysis	2	Elective	SSTK2005	View
20	SSTK6109	Survival Analysis Practicum	1	Elective	-	View
21	SSTK6111	Stochastic Processes	2	Elective	SSTK2016	View
22	SSTK6113	Stochastic Processes Practicum	1	Elective	-	View
23	SSTK6069	Stochastic Processes Practicum	1	Elective	-	View