Ders Planı - Tezsiz

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Veri Mühendisliği

TOTAL CREDITS: 30 Av.Semester Credits: 10 TOTAL ECTS: 90

1. YARIYIL

KoduDersÖn KoşulTeoriU SaatKrediAKTS
ENGR 500Research Methods in Natural Sciences3035
--Program Elective----35
--Program Elective----35
--Program Elective----35
Toplam1220

2. YARIYIL

KoduDersÖn KoşulTeoriU SaatKrediAKTS
ENGR 591Graduate Seminar00020
--Program Elective----35
--Program Elective----35
--Program/External Elective----35
--Program/External Elective----35
Toplam1240

3. YARIYIL

KoduDersÖn KoşulTeoriU SaatKrediAKTS
ECE 595Graduate Project00020
--Program Elective----35
--Program/External Elective----35
Toplam630
- The maximum duration of study in the program with thesis option is six semesters. The students are required to finish their course work in the first four semesters. Their registration will be cancelled otherwise.

- The maximum duration of study in the programs without thesis option is three semesters.

- You are required to complete at least 90 ECTS to graduate from the programs without thesis option and at least 120 ECTS from the program with thesis option.
NON-THESIS OPTION:

The following program requirements must be completed in order to earn an
MS degree in DS without thesis:
* Complete ENGR 500 Research Methods in Natural Sciences course.
* Complete 9 program / external elective courses subject to academic advisor approval. At least 6 of them must be program electives. Program electives are courses offered by the Graduate School of Natural and Applied Sciences. External electives are courses offered within the Graduate Schools of the University
* Register for the graduate seminar course ENGR 591, which are compulsory and non-credit
* Attend at least 80% of the seminars presented in graduate seminar course ENGR 591.
* Prepare, submit, and successfully defend a project in ECE 595 course under the supervision of a project supervisor.

NOTE 1: All courses are 3 credits and ECTS=5. ECTS for seminar course is 20, for project course is 20 and for thesis is 60.
NOTE 2: With the approval of the academic advisor, students may take courses from graduate of other universities.
NOTE 3: "With the approval of the academic advisor, students may take ECE 592 (ECE 592A Independent Study I) and ECE 593 (ECE 592B - Independent study II) to complete program elective course requirements for an MS degree."
NOTE 4: With the approval of the academic advisor, students may take at most two (2) senior level courses (EECS 4xx) to complete program elective course requirements for an MS degree.

Program Elective

KoduDersÖn KoşulTeoriU SaatKrediAKTS
ECE 501Analog Circuit Design3035
ECE 502RF Microelectronics3035
ECE 503mm Wave IC Design3035
ECE 504Advanced Communication Circuits3035
ECE 507VLSI Design3035
ECE 508Analog-Digital Interface Integrated Circuits3035
ECE 509Statistical Signal Processing3035
ECE 510Statistical Signal Processing II : Detection Theory3035
ECE 511Probability and Stochastic Process3035
ECE 512Information Theory3035
ECE 513Digital Communication System3035
ECE 514Data Compression and Modeling3035
ECE 515Linear Dynamical Systems3035
ECE 516System Optimizations3035
ECE 517Numerical Methods in Engineering3035
ECE 518Advanced Digital Communication3035
ECE 519Robotics3035
ECE 520Software Based Startups3035
ECE 521Motion Planning3035
ECE 522Antenna Theory and Design3035
ECE 523Machine Learning3035
ECE 524Computer Vision3035
ECE 525Advanced Topic in Computer Vision3035
ECE 526Computational Biology3035
ECE 527Bioinformatics3035
ECE 528Probabilistic Graphical Models3035
ECE 529Multimedia Systems3035
ECE 531Advanced Electromagnetics3035
ECE 536Fiber Optic Communications3035
ECE 537Optoelectronic Devices and Lasers3035
ECE 538Optical Waves and Optical Imaging3035
ECE 541Nano and Micro Electro Mechanical Systems 3035
ECE 542Advanced MOSFET Theory3035
ECE 551Design and Manufacturing in EE3035
ECE 552Energy and Energy Efficiency3035
ECE 555Advanced Embedded System Design3035
ECE 561Approximation Algorithms3035
ECE 562Network Modeling3035
ECE 563Combinatorial Algortithms3035
ECE 564Computational Geometry3035
ECE 565Theory of Computation and Complexity3035
ECE 566Object Oriented Design3035
ECE 567Advanced Internet Services3035
ECE 570Software Engineering3035
ECE 571Data Engineering3035
ECE 572Advanced Topics in Database Systems3035
ECE 573Advanced Topics in Distributed Systems3035
ECE 574Advanced Computer Architecture3035
ECE 575Big Data Analysis3035
ECE 576Scalable Internet Services3035
ECE 577Cloud Computing3035
ECE 578Data Visualization0035
ECE 579Software Engineering Project Management3035
ECE 580Networks3035
ECE 581Network Security3035
ECE 582Data Science for Business3035
ECE 583Cryptography and Coding3035
ECE 584Advanced Cryptography and Coding3035
ECE 585Cognitive Computing0035
ECE 586Computational Genomics3035
ECE 588Agile Methods3035
ECE 589Natural Language Processing3035
ECE 590Advanced Topics in Electrical Engineering 3035
ECE 592Independent Study I0035
ECE 593Independent Study II0035
ISE 521Introduction to Operations Research and Industrial Engineering Topics3035
ISE 523Linear Programming and Extensions3035
ISE 524Computer Simulation Techniques3035
ISE 525Dynamic Programming3035
ISE 526Stochastic Processes3035
ISE 527Graph Theory and Network Flows3035
ISE 528Nonlinear Programming3035
ISE 529System Dynamics3035
ISE 531Probability and Statistics for Engineers3035
ISE 532Reliability Engineering3035
ISE 533Statistical Forecasting3035
ISE 534Data Mining3035
ISE 535Quality Management3035
ISE 537Applied Data Analysis3035
ISE 538Design of Experiments3035
ISE 541Lean Manufacturing and Operations3035
ISE 542Advanced Materials Science for Engineers3035
ISE 543Micro-fabrication3036
ISE 544Design for Manufacturability3035
ISE 545Modern Manufacturing Technologies3035
ISE 546Manufacturing Systems3035
ISE 548Product Design and Innovation3035
ISE 549Renewable Energy Systems3036
ISE 550Nano-Manufacturing and Devices3036
ISE 551Advanced Topics in Project Management3035
ISE 552Logistics and Supply Chain Management3035
ISE 553Engineering Management3035
ISE 554Technology and R&D Management3035
ISE 555Future Readiness3035
ISE 556Strategic Management3035
ISE 561Decision Analysis3035
ISE 562Managerial Decision Making3035
ISE 571Facility Layout Planning3035
ISE 572Game Theory3035
ISE 582Data Science For Business3035
ISE 588Agile Methods3035
ISE 615Advanced Topics in Management Information Systems3035
ISE 620Nonlinear and Dynamic Programming3035
ISE 623Industrial Applications of Optimization3035
ISE 624Combinatorial Optimization3035
ISE 628Advanced Topics in Operation Research3035
ISE 633Advanced Topics in Quality Engineering3035
ISE 636Financial Econometrics3035
ISE 654Production and Operation Management3035
ISE 671Energy and Energy Efficiency3035

Program/External Elective

KoduDersÖn KoşulTeoriU SaatKrediAKTS
BAN 502Data Oriented Programming3038
BAN 503Data Warehousing3038
BAN 504Predictive Business Analytics3038
BAN 506Advanced Practicuum In Analytics3038
BAN 507Marketing Analytics3038
BAN 508Prescriptive Business Analytics3038
BAN 509Big Data, Tools and Technologies3038
BAN 510Introduction to Data Analysis and Descriptive Analytics3038
BAN 511Professional Development and Practice Sharing3038
BAN 512Project Management3038
CULT 501Theories and Methods in Cultural Studies3038
CULT 501Theories and Methods in Cultural Studies3038
CULT 511Postcolonial Studies3038
CULT 511Postcolonial Studies3038
CULT 512Modern Ottoman-Turkish Literary and Cultural History3038
CULT 512Modern Ottoman-Turkish Literary and Cultural History3038
CULT 513Gender Studies3038
CULT 513Gender Studies3038
CULT 514Media and Society3038
CULT 514Media and Society3038
CULT 515Digital Media and Culture3038
CULT 515Digital Media and Culture3038
CULT 516Visual Culture:Technology,Image,Language3038
CULT 516Visual Culture:Technology,Image,Language3038
CULT 517Anthropological Perspectives on Global Issues3038
CULT 517Anthropological Perspectives on Global Issues3038
CULT 518Language, Image and Subjectivity3038
CULT 518Language, Image and Subjectivity3038
CULT 519Globality, Culture and Identity3038
CULT 519Globality, Culture and Identity3038
CULT 520Cultural Psychology3038
CULT 520Cultural Psychology3038
CULT 521İstanbul in Ottoman Texts3038
CULT 521İstanbul in Ottoman Texts3038
CULT 522Aesthetics and Gender in Ottoman Culture3038
CULT 522Aesthetics and Gender in Ottoman Culture3038
CULT 523Modern Literatures&Armenian Culture in the Ottoman Empire3038
CULT 523Modern Literatures&Armenian Culture in the Ottoman Empire3038
CULT 524Crises of Masculinity and the 20th Century Novel3038
CULT 524Crises of Masculinity and the 20th Century Novel3038
CULT 525Sociology of Everyday Life3038
CULT 525Sociology of Everyday Life3038
CULT 526Empire, Colonialism and Orientalism in Modern Turkish Literature3038
CULT 526Empire, Colonialism and Orientalism in Modern Turkish Literature3038
CULT 527Ideology and Discourse Analysis3038
CULT 527Ideology and Discourse Analysis3038
CULT 528Community, Communication and the Changing Urban3038
CULT 528Community, Communication and the Changing Urban3038
CULT 529Film Theory and Aesthetics3038
CULT 529Film Theory and Aesthetics3038
CULT 530Cinematic Spectatorship3038
CULT 530Cinematic Spectatorship3038
CULT 531Silent Cinema0038
CULT 532Sound and Cinema3038
CULT 533Ottoman Novel and Modernity3038
CULT 536Neoliberal Transformation in Turkey3038
CULT 537Criticism in Modern Turkish Literature0038
CULT 538Space and Gender: Islam, Colonialism, Modernity3038
CULT 540Mediated Arts Research3038
CULT 541Early Cinema: Spectatorship and Modernity3038
CULT 542Multimedia Journalism3038
CULT 544Armenians in the Ottoman Empire: A Literary Perspective3038
CULT 545Tragedy and Tragic Vision in Modern Literary Culture3038
CULT 546Contemporary Turkish Literature and Social Change3038
CULT 548Film Genres0038
CULT 550Ottoman Book Culture3038
CULT 552Science, Culture and Power3038
CULT 554Cinema and Consciousness3038
CULT 556The Debates on Language and Literature Policies in Turkey3038
ECE 501Analog Circuit Design3035
ECE 502RF Microelectronics3035
ECE 503mm Wave IC Design3035
ECE 504Advanced Communication Circuits3035
ECE 507VLSI Design3035
ECE 508Analog-Digital Interface Integrated Circuits3035
ECE 509Statistical Signal Processing3035
ECE 510Statistical Signal Processing II : Detection Theory3035
ECE 511Probability and Stochastic Process3035
ECE 512Information Theory3035
ECE 513Digital Communication System3035
ECE 514Data Compression and Modeling3035
ECE 515Linear Dynamical Systems3035
ECE 516System Optimizations3035
ECE 517Numerical Methods in Engineering3035
ECE 518Advanced Digital Communication3035
ECE 519Robotics3035
ECE 520Software Based Startups3035
ECE 521Motion Planning3035
ECE 522Antenna Theory and Design3035
ECE 523Machine Learning3035
ECE 524Computer Vision3035
ECE 525Advanced Topic in Computer Vision3035
ECE 526Computational Biology3035
ECE 527Bioinformatics3035
ECE 528Probabilistic Graphical Models3035
ECE 529Multimedia Systems3035
ECE 531Advanced Electromagnetics3035
ECE 536Fiber Optic Communications3035
ECE 537Optoelectronic Devices and Lasers3035
ECE 538Optical Waves and Optical Imaging3035
ECE 541Nano and Micro Electro Mechanical Systems 3035
ECE 542Advanced MOSFET Theory3035
ECE 551Design and Manufacturing in EE3035
ECE 552Energy and Energy Efficiency3035
ECE 555Advanced Embedded System Design3035
ECE 561Approximation Algorithms3035
ECE 562Network Modeling3035
ECE 563Combinatorial Algortithms3035
ECE 564Computational Geometry3035
ECE 565Theory of Computation and Complexity3035
ECE 566Object Oriented Design3035
ECE 567Advanced Internet Services3035
ECE 570Software Engineering3035
ECE 571Data Engineering3035
ECE 572Advanced Topics in Database Systems3035
ECE 573Advanced Topics in Distributed Systems3035
ECE 574Advanced Computer Architecture3035
ECE 575Big Data Analysis3035
ECE 576Scalable Internet Services3035
ECE 577Cloud Computing3035
ECE 578Data Visualization0035
ECE 579Software Engineering Project Management3035
ECE 580Networks3035
ECE 581Network Security3035
ECE 582Data Science for Business3035
ECE 583Cryptography and Coding3035
ECE 584Advanced Cryptography and Coding3035
ECE 585Cognitive Computing0035
ECE 586Computational Genomics3035
ECE 588Agile Methods3035
ECE 589Natural Language Processing3035
ECE 590Advanced Topics in Electrical Engineering 3035
ECE 592Independent Study I0035
ECE 593Independent Study II0035
ECONFIN 501Microeconomics3038
ECONFIN 502Theory of Finance3038
ECONFIN 503Macroeconomics and International Trade3038
ECONFIN 504Research Methods for Economics and Finance3038
ECONFIN 505Econometrics3038
ECONFIN 520Corporate Finance3038
ECONFIN 521Financial Markets3038
ECONFIN 522Decision Models for Economics and Finance3038
ECONFIN 523Financial Intermediaries3038
ECONFIN 524International Financial Markets3038
ECONFIN 525Industrial Organization for Financial Markets3038
ECONFIN 526Competition Policy and Regulation of Financial Markets3038
ECONFIN 527Valuation and Securities Analysis3038
ECONFIN 528Portfolio Management3038
ECONFIN 529Financial Risk Analysis and Management3038
ECONFIN 530Derivatives3038
ECONFIN 531Asset and Liability Management3038
ECONFIN 532Monetary Policy and Central Banking3038
ECONFIN 533Strategic Management3038
ECONFIN 534Corporate Control and Governance3038
ECONFIN 580Directed Readings on Economics and Financial Markets3038
ECONFIN 599MA Thesis00060
HIST 501Historiography in Global Perspective3038
HIST 501Historiography in Global Perspective3038
HIST 502Modern Historiography3038
HIST 502Modern Historiography3038
HIST 504Topics in World History3038
HIST 504Topics in World History3038
HIST 505Topics in European History3038
HIST 505Topics in European History3038
HIST 506Topics in Byzantine History3038
HIST 506Topics in Byzantine History3038
HIST 507Topics in History of Turkic Peoples3038
HIST 507Topics in History of Turkic Peoples3038
HIST 508Topics in Judeo-Christian History3038
HIST 508Topics in Judeo-Christian History3038
HIST 509Topics in Regional Histories3038
HIST 509Topics in Regional Histories3038
HIST 510Approaching Ottoman History3038
HIST 510Approaching Ottoman History3038
HIST 511Empires and Nationalisms3038
HIST 511Empires and Nationalisms3038
HIST 512Comparative Modernities in Historical Perspective3038
HIST 512Comparative Modernities in Historical Perspective3038
HIST 513Religion and Politics in Turkey3038
HIST 513Religion and Politics in Turkey3038
HIST 514Auto/Biography3038
HIST 514Auto/Biography3038
HIST 515Late Ottoman Intellectual History3038
HIST 515Late Ottoman Intellectual History3038
HIST 517Topics in Ottoman History3038
HIST 517Topics in Ottoman History3038
HIST 521Reading and Writing Practices in the Ottoman Empire3038
HIST 521Reading and Writing Practices in the Ottoman Empire3038
HIST 522Narrative and Narrativity in the Ottoman Empire3038
HIST 522Narrative and Narrativity in the Ottoman Empire3038
HIST 530Approaching Urban History3038
HIST 530Approaching Urban History3038
HIST 531Cities in Comperative Perspective3038
HIST 531Cities in Comperative Perspective3038
HIST 532Everyday Life and Institutions in Ottoman Cities3038
HIST 532Everyday Life and Institutions in Ottoman Cities3038
HIST 533Istanbul at Ottoman Texts3038
HIST 533Istanbul at Ottoman Texts3038
HIST 534Istanbul: Capital City of Empires3038
HIST 534Istanbul: Capital City of Empires3038
HIST 535History of Balkan Cities3038
HIST 535History of Balkan Cities3038
HIST 536Mediterrannean Cities3038
HIST 536Mediterrannean Cities3038
HIST 537Ottoman Artistic and Architectural Culture3038
HIST 537Ottoman Artistic and Architectural Culture3038
HIST 538The Building Inscriptions of Ottoman Istanbul3038
HIST 538The Building Inscriptions of Ottoman Istanbul3038
HIST 539Ottoman Rural Life3038
HIST 539Ottoman Rural Life3038
HIST 542Migration and Demograp.Change in Turkey3038
HIST 542Migration and Demograp.Change in Turkey3038
HIST 543Topics in Ottoman Urban Life3038
HIST 543Topics in Ottoman Urban Life3038
HIST 550Approaching Islamic History3038
HIST 550Approaching Islamic History3038
HIST 551From the Prophet to the Fall of Baghdad3038
HIST 551From the Prophet to the Fall of Baghdad3038
HIST 552Contribution of Islam to World Civilization3038
HIST 552Contribution of Islam to World Civilization3038
HIST 553The Politics and Culture of Shi‘ism in History3038
HIST 553The Politics and Culture of Shi‘ism in History3038
HIST 554Andalusia: Three Faiths, One Land3038
HIST 554Andalusia: Three Faiths, One Land3038
HIST 555Mamluk Egypt3038
HIST 555Mamluk Egypt3038
HIST 556History of Islamic Jurisprudence3038
HIST 556History of Islamic Jurisprudence3038
HIST 558Themes in Islamic History3038
HIST 558Themes in Islamic History3038
HIST 560Modern Middle East, 1800-19183038
HIST 560Modern Middle East, 1800-19183038
HIST 561Non-Muslims in the Ottoman Empire3038
HIST 561Non-Muslims in the Ottoman Empire3038
HIST 571Ottoman Financial History I3038
HIST 571Ottoman Financial History I3038
HIST 572Ottoman Financial History II3038
HIST 572Ottoman Financial History II3038
HIST 573Ottoman State and Economy3038
HIST 573Ottoman State and Economy3038
HIST 574Economy and Society in the Ottoman Empire3038
HIST 574Economy and Society in the Ottoman Empire3038
HIST 575Foundations of Islamic Economics3038
HIST 575Foundations of Islamic Economics3038
HIST 576History of Islamic Economic Thought3038
HIST 576History of Islamic Economic Thought3038
HIST 577Partnership and Finance in Islam3038
HIST 577Partnership and Finance in Islam3038
HIST 578Topics in Islamic Economics3038
HIST 578Topics in Islamic Economics3038
HIST 580Reading Historical Sources in Persian3038
HIST 580Reading Historical Sources in Persian3038
HIST 581Texts in Ottoman Turkish I3038
HIST 581Texts in Ottoman Turkish I3038
HIST 582Texts in Ottoman Turkish II3038
HIST 582Texts in Ottoman Turkish II3038
HIST 590Graduate Seminar0004
HIST 591Ottoman Turkish I3038
HIST 591Ottoman Turkish I3038
HIST 592Ottoman Turkish II3038
HIST 592Ottoman Turkish II3038
HIST 593Ottoman Paleography I3038
HIST 593Ottoman Paleography I3038
HIST 594Ottoman Paleography II3038
HIST 594Ottoman Paleography II3038
HIST 596Historical Sociology3038
HIST 596Historical Sociology3038
HIST 597Persian I3005
HIST 597Persian I3005
HIST 598Persian II3005
HIST 598Persian II3005
HIST 601Historiography in Global Perspective0038
HIST 602Modern Historiography0038
HIST 603Modern Seminar0038
HIST 610Approaching Ottoman History0038
HIST 611Sources and Problems in Islamıc History3038
HIST 612Sources and Problems in Ottoman History3038
HIST 613Source and Problems in European History0038
HIST 614Literary Source of the Ottoman Cultural History0038
HIST 615Borderlands in Islamic and Ottoman History3038
HIST 61818. Yüzyıl Osmanlı Dünyası3038
HIST 620Ottoman Military History3038
HIST 622Ottoman Legal History0038
HIST 623Scholars, Sultans and Law in the Ottoman Empire0038
HIST 625Development of Ottoman Economic Thought0038
HIST 627Readings on Ottoman/Turkish-Russion Relations0038
HIST 629History and Culture of Ottoman Armenians3038
HIST 630Approaching Urban History0038
HIST 631Ottoman-Turkish Secularization0038
HIST 632Religion, Society and Empire in the Early Modern Muslim World History0038
HIST 633Dynastic Rule and Imperial Courts in the Early Modern World0038
HIST 640Readings in Islamic Economic Thought0038
HIST 641Guilds in Islamic City and World Ethics0038
HIST 643Seminar in Islamic History0038
HIST 645History of Classical Muslim Denomination3038
HIST 647Seminar in Wills and Waqf Studies0038
HIST 650Approaching Islamic History0038
HIST 651Comparative History of Political Ideas0038
HIST 660Transnational History0038
HIST 661History of Japanese Modernization0038
HIST 670Approaching Economic History0038
HIST 671Philosophy of History0038
HIST 672Mechanical Philosophy: Europe and Ottoman Empire0038
HIST 674Circulation of Science in the Early Modern Era0038
HIST 675Translating Science in the Ottoman Empire0038
HIST 680Islamic Art of the Book0038
HIST 681Muslim Calligraphy and Architecture0038
HIST 682Visual Arts in Ottoman Society0038
HIST 684Ottoman/Turkish Musical Tradation in Cultural Context0038
HIST 685Readings and Research in the History of Ottoman MusicHIST 6840038
HIST 691Directed Readings in History0038
ISE 521Introduction to Operations Research and Industrial Engineering Topics3035
ISE 521Introduction to Operations Research and Industrial Engineering Topics3035
ISE 523Linear Programming and Extensions3035
ISE 523Linear Programming and Extensions3035
ISE 524Computer Simulation Techniques3035
ISE 524Computer Simulation Techniques3035
ISE 525Dynamic Programming3035
ISE 525Dynamic Programming3035
ISE 526Stochastic Processes3035