Department Detail

INSTITUTE OF SOCIAL SCIENCES

DATA SCIENCE (Master)

Program Detail

About Programme Program Profile Program Learning Outcomes Course Structure Course and Programme Outcomes NQF-Fields Programme Outcomes Contact information Programme Director or Equivalent Qualification Awarded Specific Admission Requirements Access to Further Studies Graduation Requirements Recognition of Prior Learning Occupational Profiles of Graduates Academic Staff Return to Programs

Relation Level (Numerical)Relation Level (Verbal)The Presence of Relationship

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1.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10
DSBE510	INTRODUCTION TO DATA SCIENCE	Compulsory		5	5	4	2	2	3	-	-	-	-
DSBE511	STATISTICS AND DATA ANALYSIS	Compulsory		5	1	3	3	4	4	5	-	1	2
[G] DSBE5XX-1	MSC ELECTIVE	Elective
[G] DSBE5XX-2	MSC ELECTIVE	Elective
Course Groups
BA521	CORPORATE FİNANCE FOR DATA SCİENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA522	NUMERICAL METHODS FOR ADVANCED FINANCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA523	LINEAR PROGRAMMING FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA527	MARKETING MANAGEMENT FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA529	ADVANCED INTERNATIONAL BUSINESS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE512	DATA VISIUALISATION AND MANAGEMENT	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE513	TIME SERIES ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE514	PANEL DATA ECONOMETRICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	1	1	5	3	3	5	1	4	2
DSBE515	FORECASTING IN BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	1	1	5	4	3	5	-	4	3
DSBE516	INPUT-OUTPUT ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE517	DECISION MAKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE518	BUSINESS ANALYTICS & BIG DATA FOR BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE519	FINANCIAL DATA MODELING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE520	MACHINE LEARNING IN BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE521	ADVANCED STATISTICS AND DATA ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	2	4	5	5	3	5	2	2	2
DSBE522	STRATEGIC THINKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE523	FIRMS & MARKETS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE524	HEALTH ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE525	BEHAVIORAL AND EXPERIMENTAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	2	-	2	-	-	-	-	4	-
DSBE526	MARKETING MODELLING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	5	1	2	2	2	3	2	2	5
DSBE527	POLITICAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE528	ENERGY ECONOMICS & POLICY	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE529	ENVIRONMENTAL ECONOMICS AND POLITICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE530	SPATIAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE531	CORPORATE FINANCE FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	5	5	5	5	5	4	3	5	5
DSBE532	NUMERICAL METHODS FOR ADVANCED FINANCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE533	LINEAR PROGRAMMING FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE534	ADVANCED SUPPLY CHAIN MANAGEMENT	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE535	ADVANCED COST ACCOUNTING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE536	ADVANCED FINANCIAL STATEMENT ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	3	3	4	5	-	3	4	2	5	4
DSBE537	MARKETING MANAGEMENT FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	4	5	4	2	3	3	3	2	1	3
DSBE538	STRATEGIC MANAGEMENT FOR DATA SCIENCE	Compulsory	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE539	ADVANCED INTERNATIONAL BUSINESS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON521	STRATEGIC THINKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON524	BEHAVIORAL AND EXPERIMENTAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON525	POLITICAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON528	SPATIAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
2.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10
DSBE591	SOCIAL SCIENCE RESEARCH METHODS & PUBLICATION ETHICS	Compulsory		-	-	-	-	-	-	-	-	-	-
[G] DSBE5XX-3	MSC ELECTIVE	Elective
[G] DSBE5XX-4	MSC ELECTIVE	Elective
[G] DSBE5XX-5	MSC ELECTIVE	Elective
Course Groups
BA521	CORPORATE FİNANCE FOR DATA SCİENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA522	NUMERICAL METHODS FOR ADVANCED FINANCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA523	LINEAR PROGRAMMING FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA527	MARKETING MANAGEMENT FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
BA529	ADVANCED INTERNATIONAL BUSINESS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE512	DATA VISIUALISATION AND MANAGEMENT	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE513	TIME SERIES ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE514	PANEL DATA ECONOMETRICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	1	1	5	3	3	5	1	4	2
DSBE515	FORECASTING IN BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	1	1	5	4	3	5	-	4	3
DSBE516	INPUT-OUTPUT ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE517	DECISION MAKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE518	BUSINESS ANALYTICS & BIG DATA FOR BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE519	FINANCIAL DATA MODELING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE520	MACHINE LEARNING IN BUSINESS AND ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE521	ADVANCED STATISTICS AND DATA ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	2	4	5	5	3	5	2	2	2
DSBE522	STRATEGIC THINKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE523	FIRMS & MARKETS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE524	HEALTH ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE525	BEHAVIORAL AND EXPERIMENTAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	2	-	2	-	-	-	-	4	-
DSBE526	MARKETING MODELLING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	5	1	2	2	2	3	2	2	5
DSBE527	POLITICAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE528	ENERGY ECONOMICS & POLICY	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE529	ENVIRONMENTAL ECONOMICS AND POLITICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE530	SPATIAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE531	CORPORATE FINANCE FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	5	5	5	5	5	5	4	3	5	5
DSBE532	NUMERICAL METHODS FOR ADVANCED FINANCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE533	LINEAR PROGRAMMING FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE534	ADVANCED SUPPLY CHAIN MANAGEMENT	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE535	ADVANCED COST ACCOUNTING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE536	ADVANCED FINANCIAL STATEMENT ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	3	3	4	5	-	3	4	2	5	4
DSBE537	MARKETING MANAGEMENT FOR DATA SCIENCE	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	4	5	4	2	3	3	3	2	1	3
DSBE538	STRATEGIC MANAGEMENT FOR DATA SCIENCE	Compulsory	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
DSBE539	ADVANCED INTERNATIONAL BUSINESS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON521	STRATEGIC THINKING	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON524	BEHAVIORAL AND EXPERIMENTAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON525	POLITICAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
ECON528	SPATIAL ECONOMICS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-
3.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10
DSBE500	SEMINAR	Compulsory		2	2	2	2	-	-	-	-	-	-
DSBE597	MSC SPECIAL TOPICS	Compulsory		-	-	-	-	-	-	-	-	-	-
DSBE599	MSC THESIS	Compulsory		-	-	-	-	-	-	-	-	-	-
	ELECTIVE COURSES POOL			-	-	-	-	-	-	-	-	-	-
DSBE536	ADVANCED FINANCIAL STATEMENT ANALYSIS	Elective	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	3	3	4	5	-	3	4	2	5	4
DSBE538	STRATEGIC MANAGEMENT FOR DATA SCIENCE	Compulsory	DSBE5XX-1,DSBE5XX-2,DSBE5XX-3,DSBE5XX-4,DSBE5XX-5	-	-	-	-	-	-	-	-	-	-

* Relationship level 0 (none) and 5 (highest) are expressed in.

https://sis.agu.edu.tr/oibs/bologna/progCourseMatrix.aspx?lang=en&curSunit=5051