Department Detail

GRADUATE SCHOOL OF ENGINEERING AND SCIENCE

ELECTRICAL AND COMPUTER ENGINEERING (INTEGRATED-PHD)

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

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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	P11
ECE551	SCIENTIFIC COMPUTING WITH MATLAB	Compulsory		-	2	3	2	4	5	5	5	3	2	2
ECE602	MATHEMATICAL OPTIMIZATION: THEORY AND METHODS	Compulsory		3	4	4	3	3	3	3	1	3	1	2
GCC1001	INTRODUCTION TO SCIENTIFIC RESEARCH METHODS AND SCIENTIFIC PUBLICATION ETHICS	Compulsory		2	2	2	2	2	2	2	2	2	2	5
[G] ECEXXX-1	ECE ELECTIVE	Elective
ECE528	YENİ NESİL KABLOSUZ HABERLEŞMEYE GİRİŞ	Compulsory	ECEXXX-1,ECEXXX-2,ECEXXX-3,ECEXXX-4,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE501	LINEAR SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	4	3	3	4	4	-	-	2	-
ECE503	BLOCKHAIN AND CRYPPTOCURRENCIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	5	4	5	4	2	3	4	2
ECE504	AUTONOMOUS MOBILE ROBOTS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	3	3	4	3	-	-	2	-
ECE505	ANTENNAS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	3	4	3	2	-	-	-	-
ECE506	ADVANCED THEORY OF POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	4	2	2
ECE507	COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	2	4	4	5	2	-	-	-	-
ECE508	MICROWAVE ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	3	4	3	1	-	-	-	-
ECE511	COMPUTER NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	3	4	5	4	2	2	1	1
ECE513	INTRODUCTION TO ROBOTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	2	3	4	4	-	-	1	1
ECE514	NETWORK SECURITY	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	2	3	4	3	3	2	2	3	2
ECE515	STATISTICAL ANALYSIS OF SIGNALS AND NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	5	5	4	4	4	3	4	5
ECE518	FUNDAMENTALS OF BIG DATA ANALYTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE519	POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	5	-	-	-	-
ECE520	FLAT PANEL DISPLAY TECHNOLOGIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	5	-
ECE521	GEOMETRICAL OPTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	-	-	5	5	5	-	-	-	-	-
ECE522	ADVANCED DIGITAL DESIGN	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	-	-	-	5	5
ECE523	PHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	-	-
ECE525	NANOPHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	3	3	3	4	4	2	1	5
ECE527	HIGH PERFORMANCE COMPUTING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	-	5	5	5
ECE529	NEXT GENERATION MOBILE COMMUNICATION SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE530	DIGITAL IMAGE PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	2	2	5	3	4	5	2	4
ECE531	COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	3	3	3	4	1	2	1	1
ECE532	DEEP LEARNING FOR COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	2	2	3
ECE533	INTRODUCTION TO EVOLUTIONARY COMPUTATION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	3	3	3
ECE535	DIGITAL SIGNAL PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	2	3	2	2	3	3	4	4
ECE541	BIOMEDICAL IMAGING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	5	5	4	4	1	2	2	2
ECE543	BIOMEDICAL INSTRUMENTATION AND SIGNAL ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	3	3	2	3	2	2	2	3	4
ECE544	TEXT MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	5	5	4	4	1	2	2	3
ECE547	TIME SERIES DATA ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	4	3	3	4	2	3	2	2
ECE553	ELECTRIC POWER DISTRIBUTION SYSTEM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	4	5	5	2	2	3	5	5
ECE555	ADVANCED THEORY OF ELECTRICAL MACHINES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	3	3	2	2
ECE557	INTRODUCTION TO ELECTRIC DRIVE SYSTEM	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	-	-	-	-	-
ECE558	DYNAMICS AND CONTROL OF AC DRIVES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	5	4	3
ECE560	ARTIFICIAL NEURAL NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	4	4	4	3	3	1	2	1	1
ECE561	BIOINFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE562	MACHINE LEARNING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	1	2
ECE563	COMPUTATIONAL GENOMICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE564	MACHINE LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	3	3	4	1	2	2	3
ECE565	DATA MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	4	4	2	4	3	3	2	2	2	1
ECE566	DEEP LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE576	NONLINEAR CONTROL	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	1	3	3	4	-	-	-	-
ECE577	NONLINEAR DYNAMICS AND CHAOS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	1	1	3	4	5	-	-	-	-
ECE578	SLIDING MODE CONTROL THEORY AND APPLICATIONS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	3	2	4	5	3	-	-	-	-
ECE581	COMPUTER ARCHITECTURE	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	4	3	5	4	5	4	2	2	2	2
ECE582	PARALLEL ARCHITECTURES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	4	3	4	4	3	3	3	2
ECE585	SEMICONDUCTOR DEVICE FUNDAMENTALS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	-	-	-	-	-	-
ECE588	SENSORS AND MEASUREMENT SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	1	4	5	3	5	5	3	3	3
ECE589	QUANTUM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	1	1	4	3	4	4	4	5	4	2	3
ECE590	QUANTUM INFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	3	4	3	4	5	5	5	4
2.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
ECE600	SEMINAR	Compulsory		4	4	2	4	4	2	3	5	5	4	3
[G] ECEXXX-2	ECE ELECTIVE	Elective
ECE528	YENİ NESİL KABLOSUZ HABERLEŞMEYE GİRİŞ	Compulsory	ECEXXX-1,ECEXXX-2,ECEXXX-3,ECEXXX-4,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE501	LINEAR SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	4	3	3	4	4	-	-	2	-
ECE503	BLOCKHAIN AND CRYPPTOCURRENCIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	5	4	5	4	2	3	4	2
ECE504	AUTONOMOUS MOBILE ROBOTS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	3	3	4	3	-	-	2	-
ECE505	ANTENNAS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	3	4	3	2	-	-	-	-
ECE506	ADVANCED THEORY OF POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	4	2	2
ECE507	COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	2	4	4	5	2	-	-	-	-
ECE508	MICROWAVE ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	3	4	3	1	-	-	-	-
ECE511	COMPUTER NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	3	4	5	4	2	2	1	1
ECE513	INTRODUCTION TO ROBOTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	2	3	4	4	-	-	1	1
ECE514	NETWORK SECURITY	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	2	3	4	3	3	2	2	3	2
ECE515	STATISTICAL ANALYSIS OF SIGNALS AND NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	5	5	4	4	4	3	4	5
ECE518	FUNDAMENTALS OF BIG DATA ANALYTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE519	POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	5	-	-	-	-
ECE520	FLAT PANEL DISPLAY TECHNOLOGIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	5	-
ECE521	GEOMETRICAL OPTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	-	-	5	5	5	-	-	-	-	-
ECE522	ADVANCED DIGITAL DESIGN	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	-	-	-	5	5
ECE523	PHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	-	-
ECE525	NANOPHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	3	3	3	4	4	2	1	5
ECE527	HIGH PERFORMANCE COMPUTING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	-	5	5	5
ECE529	NEXT GENERATION MOBILE COMMUNICATION SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE530	DIGITAL IMAGE PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	2	2	5	3	4	5	2	4
ECE531	COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	3	3	3	4	1	2	1	1
ECE532	DEEP LEARNING FOR COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	2	2	3
ECE533	INTRODUCTION TO EVOLUTIONARY COMPUTATION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	3	3	3
ECE535	DIGITAL SIGNAL PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	2	3	2	2	3	3	4	4
ECE541	BIOMEDICAL IMAGING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	5	5	4	4	1	2	2	2
ECE543	BIOMEDICAL INSTRUMENTATION AND SIGNAL ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	3	3	2	3	2	2	2	3	4
ECE544	TEXT MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	5	5	4	4	1	2	2	3
ECE547	TIME SERIES DATA ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	4	3	3	4	2	3	2	2
ECE553	ELECTRIC POWER DISTRIBUTION SYSTEM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	4	5	5	2	2	3	5	5
ECE555	ADVANCED THEORY OF ELECTRICAL MACHINES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	3	3	2	2
ECE557	INTRODUCTION TO ELECTRIC DRIVE SYSTEM	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	-	-	-	-	-
ECE558	DYNAMICS AND CONTROL OF AC DRIVES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	5	4	3
ECE560	ARTIFICIAL NEURAL NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	4	4	4	3	3	1	2	1	1
ECE561	BIOINFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE562	MACHINE LEARNING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	1	2
ECE563	COMPUTATIONAL GENOMICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE564	MACHINE LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	3	3	4	1	2	2	3
ECE565	DATA MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	4	4	2	4	3	3	2	2	2	1
ECE566	DEEP LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE576	NONLINEAR CONTROL	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	1	3	3	4	-	-	-	-
ECE577	NONLINEAR DYNAMICS AND CHAOS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	1	1	3	4	5	-	-	-	-
ECE578	SLIDING MODE CONTROL THEORY AND APPLICATIONS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	3	2	4	5	3	-	-	-	-
ECE581	COMPUTER ARCHITECTURE	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	4	3	5	4	5	4	2	2	2	2
ECE582	PARALLEL ARCHITECTURES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	4	3	4	4	3	3	3	2
ECE585	SEMICONDUCTOR DEVICE FUNDAMENTALS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	-	-	-	-	-	-
ECE588	SENSORS AND MEASUREMENT SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	1	4	5	3	5	5	3	3	3
ECE589	QUANTUM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	1	1	4	3	4	4	4	5	4	2	3
ECE590	QUANTUM INFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	3	4	3	4	5	5	5	4
[G] ECEXXX-3	ECE ELECTIVE	Elective
ECE528	YENİ NESİL KABLOSUZ HABERLEŞMEYE GİRİŞ	Compulsory	ECEXXX-1,ECEXXX-2,ECEXXX-3,ECEXXX-4,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE501	LINEAR SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	4	3	3	4	4	-	-	2	-
ECE503	BLOCKHAIN AND CRYPPTOCURRENCIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	5	4	5	4	2	3	4	2
ECE504	AUTONOMOUS MOBILE ROBOTS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	3	3	4	3	-	-	2	-
ECE505	ANTENNAS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	3	4	3	2	-	-	-	-
ECE506	ADVANCED THEORY OF POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	4	2	2
ECE507	COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	2	4	4	5	2	-	-	-	-
ECE508	MICROWAVE ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	3	4	3	1	-	-	-	-
ECE511	COMPUTER NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	3	4	5	4	2	2	1	1
ECE513	INTRODUCTION TO ROBOTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	2	3	4	4	-	-	1	1
ECE514	NETWORK SECURITY	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	2	3	4	3	3	2	2	3	2
ECE515	STATISTICAL ANALYSIS OF SIGNALS AND NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	5	5	4	4	4	3	4	5
ECE518	FUNDAMENTALS OF BIG DATA ANALYTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE519	POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	5	-	-	-	-
ECE520	FLAT PANEL DISPLAY TECHNOLOGIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	5	-
ECE521	GEOMETRICAL OPTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	-	-	5	5	5	-	-	-	-	-
ECE522	ADVANCED DIGITAL DESIGN	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	-	-	-	5	5
ECE523	PHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	-	-
ECE525	NANOPHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	3	3	3	4	4	2	1	5
ECE527	HIGH PERFORMANCE COMPUTING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	-	5	5	5
ECE529	NEXT GENERATION MOBILE COMMUNICATION SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE530	DIGITAL IMAGE PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	2	2	5	3	4	5	2	4
ECE531	COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	3	3	3	4	1	2	1	1
ECE532	DEEP LEARNING FOR COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	2	2	3
ECE533	INTRODUCTION TO EVOLUTIONARY COMPUTATION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	3	3	3
ECE535	DIGITAL SIGNAL PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	2	3	2	2	3	3	4	4
ECE541	BIOMEDICAL IMAGING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	5	5	4	4	1	2	2	2
ECE543	BIOMEDICAL INSTRUMENTATION AND SIGNAL ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	3	3	2	3	2	2	2	3	4
ECE544	TEXT MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	5	5	4	4	1	2	2	3
ECE547	TIME SERIES DATA ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	4	3	3	4	2	3	2	2
ECE553	ELECTRIC POWER DISTRIBUTION SYSTEM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	4	5	5	2	2	3	5	5
ECE555	ADVANCED THEORY OF ELECTRICAL MACHINES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	3	3	2	2
ECE557	INTRODUCTION TO ELECTRIC DRIVE SYSTEM	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	-	-	-	-	-
ECE558	DYNAMICS AND CONTROL OF AC DRIVES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	5	4	3
ECE560	ARTIFICIAL NEURAL NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	4	4	4	3	3	1	2	1	1
ECE561	BIOINFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE562	MACHINE LEARNING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	1	2
ECE563	COMPUTATIONAL GENOMICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE564	MACHINE LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	3	3	4	1	2	2	3
ECE565	DATA MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	4	4	2	4	3	3	2	2	2	1
ECE566	DEEP LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE576	NONLINEAR CONTROL	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	1	3	3	4	-	-	-	-
ECE577	NONLINEAR DYNAMICS AND CHAOS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	1	1	3	4	5	-	-	-	-
ECE578	SLIDING MODE CONTROL THEORY AND APPLICATIONS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	3	2	4	5	3	-	-	-	-
ECE581	COMPUTER ARCHITECTURE	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	4	3	5	4	5	4	2	2	2	2
ECE582	PARALLEL ARCHITECTURES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	4	3	4	4	3	3	3	2
ECE585	SEMICONDUCTOR DEVICE FUNDAMENTALS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	-	-	-	-	-	-
ECE588	SENSORS AND MEASUREMENT SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	1	4	5	3	5	5	3	3	3
ECE589	QUANTUM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	1	1	4	3	4	4	4	5	4	2	3
ECE590	QUANTUM INFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	3	4	3	4	5	5	5	4
[G] ECEXXX-4	ECE ELECTIVE	Elective
ECE528	YENİ NESİL KABLOSUZ HABERLEŞMEYE GİRİŞ	Compulsory	ECEXXX-1,ECEXXX-2,ECEXXX-3,ECEXXX-4,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE501	LINEAR SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	4	3	3	4	4	-	-	2	-
ECE503	BLOCKHAIN AND CRYPPTOCURRENCIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	5	4	5	4	2	3	4	2
ECE504	AUTONOMOUS MOBILE ROBOTS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	3	3	4	3	-	-	2	-
ECE505	ANTENNAS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	3	4	3	2	-	-	-	-
ECE506	ADVANCED THEORY OF POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	4	2	2
ECE507	COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	2	4	4	5	2	-	-	-	-
ECE508	MICROWAVE ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	3	4	3	1	-	-	-	-
ECE511	COMPUTER NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	3	4	5	4	2	2	1	1
ECE513	INTRODUCTION TO ROBOTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	2	3	4	4	-	-	1	1
ECE514	NETWORK SECURITY	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	2	3	4	3	3	2	2	3	2
ECE515	STATISTICAL ANALYSIS OF SIGNALS AND NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	5	5	4	4	4	3	4	5
ECE518	FUNDAMENTALS OF BIG DATA ANALYTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE519	POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	5	-	-	-	-
ECE520	FLAT PANEL DISPLAY TECHNOLOGIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	5	-
ECE521	GEOMETRICAL OPTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	-	-	5	5	5	-	-	-	-	-
ECE522	ADVANCED DIGITAL DESIGN	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	-	-	-	5	5
ECE523	PHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	-	-
ECE525	NANOPHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	3	3	3	4	4	2	1	5
ECE527	HIGH PERFORMANCE COMPUTING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	-	5	5	5
ECE529	NEXT GENERATION MOBILE COMMUNICATION SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE530	DIGITAL IMAGE PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	2	2	5	3	4	5	2	4
ECE531	COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	3	3	3	4	1	2	1	1
ECE532	DEEP LEARNING FOR COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	2	2	3
ECE533	INTRODUCTION TO EVOLUTIONARY COMPUTATION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	3	3	3
ECE535	DIGITAL SIGNAL PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	2	3	2	2	3	3	4	4
ECE541	BIOMEDICAL IMAGING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	5	5	4	4	1	2	2	2
ECE543	BIOMEDICAL INSTRUMENTATION AND SIGNAL ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	3	3	2	3	2	2	2	3	4
ECE544	TEXT MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	5	5	4	4	1	2	2	3
ECE547	TIME SERIES DATA ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	4	3	3	4	2	3	2	2
ECE553	ELECTRIC POWER DISTRIBUTION SYSTEM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	4	5	5	2	2	3	5	5
ECE555	ADVANCED THEORY OF ELECTRICAL MACHINES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	3	3	2	2
ECE557	INTRODUCTION TO ELECTRIC DRIVE SYSTEM	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	-	-	-	-	-
ECE558	DYNAMICS AND CONTROL OF AC DRIVES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	5	4	3
ECE560	ARTIFICIAL NEURAL NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	4	4	4	3	3	1	2	1	1
ECE561	BIOINFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE562	MACHINE LEARNING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	1	2
ECE563	COMPUTATIONAL GENOMICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE564	MACHINE LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	3	3	4	1	2	2	3
ECE565	DATA MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	4	4	2	4	3	3	2	2	2	1
ECE566	DEEP LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE576	NONLINEAR CONTROL	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	1	3	3	4	-	-	-	-
ECE577	NONLINEAR DYNAMICS AND CHAOS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	1	1	3	4	5	-	-	-	-
ECE578	SLIDING MODE CONTROL THEORY AND APPLICATIONS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	3	2	4	5	3	-	-	-	-
ECE581	COMPUTER ARCHITECTURE	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	4	3	5	4	5	4	2	2	2	2
ECE582	PARALLEL ARCHITECTURES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	4	3	4	4	3	3	3	2
ECE585	SEMICONDUCTOR DEVICE FUNDAMENTALS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	-	-	-	-	-	-
ECE588	SENSORS AND MEASUREMENT SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	1	4	5	3	5	5	3	3	3
ECE589	QUANTUM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	1	1	4	3	4	4	4	5	4	2	3
ECE590	QUANTUM INFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	3	4	3	4	5	5	5	4
[G] ECEXXX-5	ECE ELECTIVE	Elective
ECE528	YENİ NESİL KABLOSUZ HABERLEŞMEYE GİRİŞ	Compulsory	ECEXXX-1,ECEXXX-2,ECEXXX-3,ECEXXX-4,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE501	LINEAR SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	4	3	3	4	4	-	-	2	-
ECE503	BLOCKHAIN AND CRYPPTOCURRENCIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	5	4	5	4	2	3	4	2
ECE504	AUTONOMOUS MOBILE ROBOTS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	3	3	4	3	-	-	2	-
ECE505	ANTENNAS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	3	4	3	2	-	-	-	-
ECE506	ADVANCED THEORY OF POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	4	2	2
ECE507	COMPUTER APPLICATIONS IN ELECTRICAL ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	2	4	4	5	2	-	-	-	-
ECE508	MICROWAVE ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	3	4	3	1	-	-	-	-
ECE511	COMPUTER NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	3	4	5	4	2	2	1	1
ECE513	INTRODUCTION TO ROBOTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	2	2	3	4	4	-	-	1	1
ECE514	NETWORK SECURITY	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	2	3	4	3	3	2	2	3	2
ECE515	STATISTICAL ANALYSIS OF SIGNALS AND NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	5	5	4	4	4	3	4	5
ECE518	FUNDAMENTALS OF BIG DATA ANALYTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE519	POWER ELECTRONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	5	-	-	-	-
ECE520	FLAT PANEL DISPLAY TECHNOLOGIES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	5	-
ECE521	GEOMETRICAL OPTICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	-	-	5	5	5	-	-	-	-	-
ECE522	ADVANCED DIGITAL DESIGN	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	-	-	-	5	5
ECE523	PHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	5	-	-	-	-	-
ECE525	NANOPHOTONICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	3	3	3	3	4	4	2	1	5
ECE527	HIGH PERFORMANCE COMPUTING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	-	5	5	5
ECE529	NEXT GENERATION MOBILE COMMUNICATION SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	5	5	4	3	4	5	1	1
ECE530	DIGITAL IMAGE PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	2	2	5	3	4	5	2	4
ECE531	COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	3	3	3	4	1	2	1	1
ECE532	DEEP LEARNING FOR COMPUTER VISION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	2	2	3
ECE533	INTRODUCTION TO EVOLUTIONARY COMPUTATION	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	4	3	4	1	3	3	3
ECE535	DIGITAL SIGNAL PROCESSING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	2	3	2	2	3	3	4	4
ECE541	BIOMEDICAL IMAGING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	5	5	4	4	1	2	2	2
ECE543	BIOMEDICAL INSTRUMENTATION AND SIGNAL ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	3	3	2	3	2	2	2	3	4
ECE544	TEXT MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	4	4	5	5	4	4	1	2	2	3
ECE547	TIME SERIES DATA ANALYSIS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	4	4	4	3	3	4	2	3	2	2
ECE553	ELECTRIC POWER DISTRIBUTION SYSTEM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	4	5	5	2	2	3	5	5
ECE555	ADVANCED THEORY OF ELECTRICAL MACHINES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	3	3	2	2
ECE557	INTRODUCTION TO ELECTRIC DRIVE SYSTEM	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	-	5	5	4	-	-	-	-	-
ECE558	DYNAMICS AND CONTROL OF AC DRIVES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	5	5	5	5	5	4	5	4	3
ECE560	ARTIFICIAL NEURAL NETWORKS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	5	4	4	4	3	3	1	2	1	1
ECE561	BIOINFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE562	MACHINE LEARNING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	1	2
ECE563	COMPUTATIONAL GENOMICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	3	4	3	3	3	3	3	2	3
ECE564	MACHINE LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	4	4	3	3	4	1	2	2	3
ECE565	DATA MINING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	4	4	2	4	3	3	2	2	2	1
ECE566	DEEP LEARNING IN PYTHON	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	4	4	4	3	4	1	2	2	3
ECE576	NONLINEAR CONTROL	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	2	3	3	1	3	3	4	-	-	-	-
ECE577	NONLINEAR DYNAMICS AND CHAOS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	3	1	1	3	4	5	-	-	-	-
ECE578	SLIDING MODE CONTROL THEORY AND APPLICATIONS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	3	3	2	4	5	3	-	-	-	-
ECE581	COMPUTER ARCHITECTURE	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	4	3	5	4	5	4	2	2	2	2
ECE582	PARALLEL ARCHITECTURES	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	4	5	3	4	3	4	4	3	3	3	2
ECE585	SEMICONDUCTOR DEVICE FUNDAMENTALS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	-	5	5	-	5	-	-	-	-	-	-
ECE588	SENSORS AND MEASUREMENT SYSTEMS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	5	5	1	4	5	3	5	5	3	3	3
ECE589	QUANTUM ENGINEERING	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	1	1	4	3	4	4	4	5	4	2	3
ECE590	QUANTUM INFORMATICS	Elective	ECEXXX-1,ECEXXX-2,ECEXXX-4,ECEXXX-3,ECEXXX-5	3	2	4	3	4	3	4	5	5	5	4
3.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
[G] ECE6XX-1	ECE ELECTIVE	Elective
ECE567	FOUNDATIONS OF OPTIMIZATION FOR MACHINE LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE604	ADVANCED ELECTROMAGNETIC THEORY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE607	DESIGN OF VARIABLE RELUCTANCE MACHINES	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	5	4	3	5	3	2
ECE640	NEURAL ENGINEERING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	2	3	1	2	-	2	-	-	-	5
ECE641	FUNDAMENTALS OF BIOMEMS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	4	5	4	3	3	1	1	1	2
ECE642	BRAIN DYNAMICS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	3	3	4	4	4	4	4	4	4
ECE643	QUANTUM CIRCUITS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	3	4	4	4	5	4	5	3	3	3
ECE645	BIOSENSORS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	2	2	4	4	5	5	3	4	2	-	-
ECE646	ARTIFICIAL INTELLIGENCE	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	3	5	3	2	2	3	1	2	1	5
ECE648	ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS: ALGORITHMS TO APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	4	5	4	3	5	5	4	-	-
ECE651	RESONAND POWER CONVERTERS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	4	5	5	5	4	4	4	2	2
ECE652	ADVANCED POWER SYSTEM ANALYSIS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	4	5	5	2	2	3	5	5
ECE653	POWER SYSTEM OPERATION AND CONTROLS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE654	POWER SYSTEM STABİLİTY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE655	TRANSIENT IN POWER SYSTEM	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE656	ELECTRIC MACHINE DESIGN	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	3	4	4	3	4	2	3	4	4
ECE661	DEEP LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	5	4	4	1	2	2	3
ECE663	PATTERN RECOGNITION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	4	4	4	1	2	2	3
ECE664	IMAGE FUSION ALGORITHMS AND APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	3	4	2	2	1	2
ECE686	SEMICONDUCTOR PROCESS AND DEVICE FABRICATION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	1	2	1	2	4	5	3	3	1
[G] ECE6XX-2	ECE ELECTIVE	Elective
ECE567	FOUNDATIONS OF OPTIMIZATION FOR MACHINE LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE604	ADVANCED ELECTROMAGNETIC THEORY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE607	DESIGN OF VARIABLE RELUCTANCE MACHINES	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	5	4	3	5	3	2
ECE640	NEURAL ENGINEERING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	2	3	1	2	-	2	-	-	-	5
ECE641	FUNDAMENTALS OF BIOMEMS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	4	5	4	3	3	1	1	1	2
ECE642	BRAIN DYNAMICS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	3	3	4	4	4	4	4	4	4
ECE643	QUANTUM CIRCUITS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	3	4	4	4	5	4	5	3	3	3
ECE645	BIOSENSORS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	2	2	4	4	5	5	3	4	2	-	-
ECE646	ARTIFICIAL INTELLIGENCE	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	3	5	3	2	2	3	1	2	1	5
ECE648	ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS: ALGORITHMS TO APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	4	5	4	3	5	5	4	-	-
ECE651	RESONAND POWER CONVERTERS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	4	5	5	5	4	4	4	2	2
ECE652	ADVANCED POWER SYSTEM ANALYSIS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	4	5	5	2	2	3	5	5
ECE653	POWER SYSTEM OPERATION AND CONTROLS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE654	POWER SYSTEM STABİLİTY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE655	TRANSIENT IN POWER SYSTEM	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE656	ELECTRIC MACHINE DESIGN	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	3	4	4	3	4	2	3	4	4
ECE661	DEEP LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	5	4	4	1	2	2	3
ECE663	PATTERN RECOGNITION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	4	4	4	1	2	2	3
ECE664	IMAGE FUSION ALGORITHMS AND APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	3	4	2	2	1	2
ECE686	SEMICONDUCTOR PROCESS AND DEVICE FABRICATION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	1	2	1	2	4	5	3	3	1
[G] ECE6XX-3	ECE ELECTIVE	Elective
ECE567	FOUNDATIONS OF OPTIMIZATION FOR MACHINE LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE604	ADVANCED ELECTROMAGNETIC THEORY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	-	-	-	-	-	-	-	-	-	-	-
ECE607	DESIGN OF VARIABLE RELUCTANCE MACHINES	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	5	4	3	5	3	2
ECE640	NEURAL ENGINEERING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	2	3	1	2	-	2	-	-	-	5
ECE641	FUNDAMENTALS OF BIOMEMS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	4	5	4	3	3	1	1	1	2
ECE642	BRAIN DYNAMICS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	3	3	4	4	4	4	4	4	4
ECE643	QUANTUM CIRCUITS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	3	3	4	4	4	5	4	5	3	3	3
ECE645	BIOSENSORS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	2	2	4	4	5	5	3	4	2	-	-
ECE646	ARTIFICIAL INTELLIGENCE	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	3	5	3	2	2	3	1	2	1	5
ECE648	ARTIFICIAL INTELLIGENCE IN BIOINFORMATICS: ALGORITHMS TO APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	4	4	5	4	3	5	5	4	-	-
ECE651	RESONAND POWER CONVERTERS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	4	5	5	5	4	4	4	2	2
ECE652	ADVANCED POWER SYSTEM ANALYSIS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	4	5	5	2	2	3	5	5
ECE653	POWER SYSTEM OPERATION AND CONTROLS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE654	POWER SYSTEM STABİLİTY	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE655	TRANSIENT IN POWER SYSTEM	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	5	5	5	5	5	5	5	5	5
ECE656	ELECTRIC MACHINE DESIGN	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	3	4	4	3	4	2	3	4	4
ECE661	DEEP LEARNING	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	5	4	4	1	2	2	3
ECE663	PATTERN RECOGNITION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	4	5	5	4	4	4	4	1	2	2	3
ECE664	IMAGE FUSION ALGORITHMS AND APPLICATIONS	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	3	4	4	3	4	2	2	1	2
ECE686	SEMICONDUCTOR PROCESS AND DEVICE FABRICATION	Elective	ECE6XX-1,ECE6XX-2,ECE6XX-3	5	5	1	2	1	2	4	5	3	3	1
[G] X-1	ELECTIVE	Elective
4.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
[G] X-2	ELECTIVE	Elective
[G] X-3	ELECTIVE	Elective
[G] X-4	ELECTIVE	Elective
[G] X-5	ELECTIVE	Elective
5.Semester Course Plan
Course Code	Course Name	Compulsory/Elective	Group Code	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11
ECE697	PHD SPECIAL TOPICS	Compulsory		4	4	4	4	4	4	4	4	4	4	4
ECE699	PHD THESIS	Compulsory		4	4	4	4	4	4	4	4	4	4	4

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

https://sis.agu.edu.tr/oibs/bologna/progCourseMatrix.aspx?lang=en&curSunit=5101