ECTS - - Mechatronics Engineering

Compulsory Departmental Courses

ATU100 - Orientation (1 + 0) 1

President's Speech; Life at Atılım (Presentations by Administrative Units); Library Seminars; Book Borrowing-Returning Session; Department Promotion Meetings; Promotion of Sports Activities; Visits to Kiosks of Student Clubs and Communities; Informative Presentation on Education Technologies; participation in events organized within the scope of ATU 100.

CHE105 - General Chemistry (3 + 2) 5

Matter and measurement, atoms, molecules and ions, stoichiometry: calculations with chemical formulas and equations, oxidation-reduction reactions, thermochemistry, electronic structure of atoms, periodic properties of the elements, basic concepts of chemical bonding, molecular geometry and bonding theories, gases, intermolecular forces, liquids and solids, chemical kinetics, chemical thermodynamics, electrochemistry.

CMPE102 - Computer Programming (2 + 2) 4

The objective of this course is to provide the basics of programming concepts using Python programming language and enable students to gain experience in laboratory environment.

EE203 - Digital Circuits and Systems (3 + 2) 6

Number systems and codes, Boolean algebra and logic gates, minimization of Boolean functions, combinational circuits, design of combinational circuits using SSI and MSI components, flip-flops, analysis and design of sequential circuits, counters, shift registers, memory elements, programmable logic devices (PLD), design with PLDs. Introduction to

EE234 - Introduction to Electrical Engineering (3 + 1) 5

Definition of current, voltage, resistance, power, Kirchoff laws and resistive DC circuits, Thevenin and Norton equivalents, AC circuits, phasors, filters, reactive power, three-phase circuits and power, overview of combinational and sequential digital circuits and examples, diodes and transistors.

EE236 - Electronic Circuits (3 + 1) 5

Semiconductor materials, PN junctions, semiconductor diodes, diode applications, bipolar junction transistors (BJTs), DC biasing of BJTs, field-effect transistors /FETs), FET biasing, BJT transistor modeling, operational amplifiers.

EE303 - Signals and Systems (3 + 1) 7

Representation and analysis of continuous and discrete time signals and systems; time and frequency analysis of linear time-invariant systems; convolution, differential and difference equations, Fourier series and Fourier transform, Laplace transform, Z-transform, sampling, quantization and discrete-time processing of continuous-time signals.

ENG101 - English For Academic Purposes I (4 + 0) 3.5

English language skills, especially academic skills, such as reading comprehension, vocabulary building and critical analysis of texts; listening and note-taking, class discussions, presentations, writing, research assignments and use of technology.

ENG102 - English for Academic Purposes II (4 + 0) 3.5

Academic skills such as reading comprehension, class discussions, use of academic vocabulary and critical analysis of texts; research assignments and review of the English language structure; skills such as listening and note-taking, analysis of written products, writing, presentation and use of technology.

ENG201 - English for Academic Purposes III (3 + 0) 3

Advanced reading and writing skills, applying critical reading skills and strategies, identifying the organization of a reading text, main ideas of the texts, and the author?s main purpose, summarizing a given text, outlining and writing an argumentative essay.

ENG202 - English for Academic Purposes IV (3 + 0) 3

Preparing and writing research reports and delivering effective oral/written informative and persuasive presentations; gathering information, organizing data, outlining, using appropriate techniques in presentation and delivering for a maximum impact, using visual aids and citation effectively.

FE301 - Occupational Health and Safety (3 + 0) 4

Introduction to occupational health and safety, principles and legislation, occupational health and safety requirements to be applied in the workplace, work accidents, risk assessment and OHS inspections, a proactive approach to occupational health and safety.

FE302 - Principles of Engineering Profession (3 + 0) 3

General Introduction, Team Behavior and Tools, Need Identification, Gathering Information, Problem Identification and Concept Generation, Decision Making and Concept Selection, Project Budget Preparation and Analysis, Project Management, Risk, Reliability, and Safety, Legal And Ethical Issues in Engineering Design, UN Sustainable Development Goals

HIST101 - Principles of Atatürk and History of Turkish Revolution I (2 + 0) 2

French Revolution; structure and geopolitic positioning of Ottoman Empire, reasons of its decline; Westernization movements, First and Second Constitutional Monarchy declarations; Libya and Balkan wars; First World War; period before the War of Independence, congresses, National Pact, establishment of Turkish Grand National Assembly.

HIST102 - Principles of Atatürk and History of Turkish Revolution II (2 + 0) 2

War of Independence; Lausanne Treaty; declaration of the Republic; removal of sultanic rule and caliphate; Atatürk`s revolutions; establishment of national economy; Second World War, before and after; Turkish Republic after 1960.

HIST221 - History of Civilization (3 + 0) 3

A chronological order of the rise of civilizations from Sumer until the Scientific Revolution.

IE220 - Probability and Statistics (3 + 0) 5

Introduction to probability and statistics; random variables and probability distributions; expected value; sampling distributions; one and two sample estimation problems; test of hypotheses; simple linear regression.

KRY111 - Career Planning (1 + 0) 1

Being a student at Atilim University, Student-centered programs at Atilim University, Faculty, Department presentations, Career Planning and Coop Program, Erasmus, CV writing types, Interview techniques, Effective Communication and presentation techniques, Intelligence and Personality

MATH151 - Calculus I (4 + 2) 7

Preliminaries, limits and continuity, differentiation, applications of derivatives, L`Hopital's Rule, integration, applications of integrals, integrals and transcendental functions, integration techniques and improper integrals, squences.

MATH152 - Calculus II (4 + 2) 7

Infinite series, vectors in the plane and polar coordinates, vectors and motions in space, multivariable functions and their derivatives, multiple integrals: double integrals, areas, double integrals in polar coordinates, triple integrals in rectangular, cylindrical and spherical coordinates, line integrals, Independence of path,Green's theorem.

MATH275 - Linear Algebra (4 + 0) 6

Linear equations and matrices, real vector spaces, inner product spaces, linear transformations and matrices, determinants, eigenvalues and eigenvectors.

MATH276 - Differential Equations (4 + 0) 6

First-order, higher-order linear ordinary differential equations, series solutions of differential equations, Laplace transforms, linear systems of ordinary differential equations, Fourier analysis and partial differential equations.

MATH380 - Numerical Methods for Engineers (3 + 1) 5

Solution of nonlinear equations, solution of linear systems, eigenvalues and eigenvectors, interpolation and polynomial approximation, least square approximation, numerical differentiation, numerical integration.

ME108 - Computer Aided Solid Modeling (1 + 3) 4.5

Part design and principles of surface design, drafting of part design, fundamental concepts of dimensioning and tolerances, fundamentals of assembly design and bill of materials.

ME211 - Statics and Strength of Materials (3 + 1) 6

Statics and mechanics of materials; a review of vector algebra and force vectors; static equilibrium of particles; equivalent systems of forces; equilibrium of rigid bodies; distributed forces; centroid, center of gravity and moment of inertia; stress and strain; mechanical properties of materials; axial loading; torsion; pure bending; transverse

ME316 - Machine Elements (3 + 1) 7

2-D and 3-D stress analysis; static failure criteria, factor of safety; fatigue failure criteria, S-N curves, stress concentration; design of shafts and detachable joints; design of threaded fasteners and power screws; design of rolling contact bearings; power transmission; design of gear drives, spur gears, helical gears; design of belt drives;

MECE-AE3SP1 - Departmental Elective (0 + 0) 5

MECE-AE4FA1 - Departmental Elective (0 + 0) 5

MECE-AE4FA2 - Departmental Elective (0 + 0) 5

MECE-AE4FA3 - Departmental Elective (0 + 0) 5

MECE-AE4FA4 - Departmental Elective (0 + 0) 5

MECE-AE4SP1 - Departmental Elective (0 + 0) 5

MECE-AE4SP2 - Departmental Elective (0 + 0) 5

MECE-GE2FA1 - Non-Departmental Elective (0 + 0) 4

MECE-GE3SP1-Girişimcilik Havuzu - Non-Departmental Elective (0 + 0) 4

MECE-GE4SP1 - Non-Departmental Elective (0 + 0) 4

MECE101 - Fundamentals of Engineering (1 + 0) 3.5

History of engineering, definition of engineering, engineering and science, engineering and mathematics, engineering and society, methodologies of science and engineering, functions of engineers, philosophy of engineering, engineering ethics, presentation and report writing in engineering, case studies.

MECE102 - Fundamentals of Mechatronics Engineering (1 + 0) 3

History of mechatronics engineering, fundamental concepts in mechatronics engineering, mechatronics technology, applications of mechatronics engineering, mechatronics engineering education, case studies in mechatronics engineering, research topics and development trends in mechatronics engineering, industrial trips.

MECE204 - Dynamics (2 + 2) 6

Particles and rigid bodies with respect to planar motions; kinematics and kinetics, methods of Newton?s second law, work energy and impulse-momentum.

MECE227 - Sensors and Actuators (3 + 1) 4

General working principles of various sensors and actuators and their practical usage will be introduced; classification of sensors and actuators, performance specifications, selection of adequate sensors and actuators according to technical requirements for mechatronics applications, interfaces and signal conditioning for sensing and actuation; scientific and engineering interpretation and representation of measurements and actuation signals;

MECE228 - Microcontrollers (3 + 2) 5

Basic microcontroller structure, memory organisation and addressing, addressing modes, assembly language programming, C programming, interrupts, interrupt programming, interfacing with input and display devices, timers, capture, compare and PWM operations, serial communication, I2C interface, A/D conversion.

MECE303 - Theory of Machines (3 + 1) 6

Introduction to mechanisms: basic concepts, mobility, basic types of mechanisms; position, velocity and acceleration analysis of linkages; cam mechanisms, gear trains; static and dynamic force analysis of mechanisms.

MECE306 - Control Systems I (3 + 0) 6

Design of continuous time control systems, discretizing the systems and controllers, implementing the closed loop system and analyzing and interpreting the results; Laplace transform, transfer functions, stability, steady-state error analysis, root-locus technique, frequency response.

MECE322 - Multidisciplinary Design in Engineering (2 + 2) 5

An overview of systems engineering (V-Model); engineering design process and methodology; needs assessment; project planning; literature review and patent survey; design criteria and constraints; creativity and idea generation; decision making for idea selection; methods and tools of functional decomposition; product/system architecture; modelling and simulation

MECE399 - Summer Practice I (0 + 0) 6

A minimum of four weeks (twenty working days) summer practice at the shop floor of a suitable factory; practice on mechatronics technology, all of the steps of technology production, and related manufacturing technologies, and mechatronics design to a limited extend.

MECE416 - Control Systems II (3 + 2) 6

Frequency response, Sketches bode diagram and polar plot, Stability analysis in frequency domain, (Gain Margin, Phase Margin and Nyquist stability criterion), Compensator design, Modeling in state-space, Stability analysis in state-space, Eigenvalues, and eigenvectors, Steady-state error analysis, Lagrangian mechanics, Linearizing nonlinear system, Controllability and observability concept, State feedback control, Design of observer, Design of servo, Optimal control.

MECE481 - Mechatronics Engineering Design I (1 + 4) 8

Review of engineering design methodology. Need identification and problem definition. Determination of design requirements. Project planning. Conceptual design. Embodiment & detailed design. Modelling and simulation of design solution. Design of experiments. Risk Management. Change Management. Social, environmental & legal consequences of design solutions. Engineering ethics. Design presentation.

MECE482 - Mechatronics Engineering Design II (0 + 4) 8

Implemention (manufacturing, assembly, coding, system integration etc.), performance tests and evaluation of the design solutions developed in MECE 495.

MECE499 - Summer Practice II (0 + 0) 6

A minimum of four weeks (twenty working days) summer practice at the research office-shop floor of a suitable factory; practice on mechatronics technology, all of the steps of research and development, and mechatronics design to a limited extend.

MFGE205 - Introduction to Manufacturing Processes (2 + 2) 5

Mechanical and physical properties of materials, metal casting, mechanical deformation processes (bulk and sheet forming), machining and joining operations, powder metallurgy, non traditional processes, micro and nano fabrication technologies.

PHYS101 - General Physics I (3 + 2) 6

Measurement, motion along a straight line, vectors, motion in two and three dimensions, force and motion I, force and motion II, kinetic energy and work, potential energy and conservation of energy, center of mass and linear momentum, rotation, rolling, torque, and angular momentum, equilibrium and elasticity.

PHYS102 - General Physics II (3 + 2) 6

Electric charge, electric fields, Gauss` law, electric potential, capacitance, current and resistance, circuits, magnetic fields, magnetic fields due to currents, induction and inductance.

TURK401 - Turkish Language I (2 + 0) 2

Languages and their classification; history of Turkish language, its spread over the world and its place among other languages; Turkish language in the republic era; orthography; expressions; foreign words, suffixes and prefixes; punctuation; language and verbalism.

TURK402 - Turkish Language II (2 + 0) 2

Written expression and its genres; bibliography; sentence structure and types; misexpression; verbal expressions.

Elective Courses

AE307 - Fluid Mechanics (3 + 1) 6

Introduction to basic concepts of fluid mechanics; properties of fluids; pressure and fluid statics, fluid kinematics, Bernoulli and energy equations, momentum analysis of flow systems, dimensional analysis and modeling, internal flow, external flow ? drag and lift.

AE411 - Automotive Manufacturing Processes Using Lightweight Metals (3 + 1) 5

Advanced lightweight metals and manufacturing processes for automotive applications; metallurgy of lightweight automotive metals; engineering joining processes for metals; design for manufacturing using lightweight automotive metals.

AE413 - Automotive Mechatronics (3 + 1) 5

Autonomous vehicles; drive-by-wire, steer-by-wire and brake-by-wire technologies; inter vehicle communication and intelligent transportation systems; electric vehicles, hybrid electric vehicles, fuel-cell vehicles; lane keeping systems, adaptive cruise control; collision avoidance, anti-lock brake system; electronic stability control, rollover avoidance systems; modeling and control of internal combustion engines; passive, active and semi-active suspension design and analysis; vehicle electronic

AE416 - Design and Manufacturing in Automotive (2 + 2) 5

General design principles for manufacturability; factors influencing form design; metallurgy of automotive metals and other engineering materials; coating concept; engine materials; recent trends for manufacturing auto components.

AE434 - Electric and Hybrid Vehicles (3 + 1) 5

Electric vehicle components; history of electric vehicles; types of electric vehicles; batteries and battery modeling; alternative energy sources and stores (photovoltaics, flywheels, capacitors, fuel cells); DC and AC electric motors, brushed DC motors, and brushless electric motors; power electronics and motor drives; electric vehicle drivetrain.

AE435 - Vehicle Dynamics (3 + 1) 5

Engine characteristics and drive line components, tire and wheel fundamentals; tractive effort and resistances to motion; maximum speed and acceleration performance; clutch dynamics, torque converter characteristics, braking dynamics and performance; gradeability, steering dynamics, suspension mechanisms, planar dynamics of vehicles, and roll dynamics.

AE436 - Transmission Systems and Design (3 + 1) 5

Overview of transmission systems; power flow and power conversion; matching engine and transmission; automotive transmission systems; design of gearwheel, shafts, bearings, clutches, torque converters and other design elements; automotive transmission development process.

APM444 - Rocket and Missile Technology (3 + 0) 5

Entry information for rocket and missile design, problems of full-scale effects by the atmosphere, rocket fuel, solid fuel rockets, liquid fuel rocket and missiles, fuel composition, combustion, fuel grain, rocket engines, nozzle flow, rocket performance parameters, propulsion, propulsion coefficient, characteristic exhaust output velocity,impulse

ART201 - Introduction to Photography (3 + 0) 4

Definition of photography and the photographer, the uses of photography in life, camera and its parts (aperture, iso, shutter, lens), light and its use in photography, composition rules in photography, the works of photographers from the world and Turkey.

ART202 - Cartoon (3 + 0) 4

Basic information on cartoon; drawing techniques using simple rules; humor; career-oriented cartoon work.

ART221 - Annotated History of Music (3 + 0) 4

The evolution of music in history of humanity; music in the process of becoming an art, the authencities of music; the historical analysis of music, information exchange as well as the main distinctions between art and other cultural domains.

ART222 - History of Jazz (3 + 0) 4

The history of music before 1900`s; Blues and Ragtime music genres; the impacts of musical, social and cultural structures of jazz music in New Orleans before its emergence in the region; main jazz movements starting from the very first Dixieland music to Fusion jazz movement today.

ART223 - Performing Jazz (3 + 0) 4

Human voice in terms of its anatomy, physiology and its techniques.

ART224 - History of Argentine Tango (3 + 0) 4

Where does the tango come from; tango-culture relationship; the origin and the evolution of Argentine tango; spreading of the dance to Europe and the world; the effects of tango on economic crisis and political changes in the world.

ART225 - Introduction to Classical Guitar (3 + 0) 4

Fundamentals of music; notes, rhythm and fundamental music vocabulary; notes on the guitar, diagrams.

ART226 - World Music Cultures (3 + 0) 4

The characteristics of music in the major regions of the world and its handling in the context of geographical, cultural, religious, social, economic and political factors.

ART227 - Opera History (3 + 0) 5

The major operas with similar and different features in the music writing language of their composers; the messages of the operas in the context of geographical, cultural, religious, social, economic and political factors.

ART228 - Music in Business Life (3 + 0) 5

Making business life skills more effective through music

ART235 - Polyphonic Chorus (3 + 0) 4

In this course, correct breathing, voice production and dissemination are intended to gain the right skills.It aims to gain the habit of synchronized voice and choral works.

ART251 - Watercolour Painting (3 + 0) 4

Basic knowledge of watercolour painting art and its history; watercolour techniques, tools and materials; demonstration of some real watercolour painting samples; basic principles and practice of painting techniques.

ART252 - Free Ceramic Forming (3 + 0) 4

The ceramic clay; using clay for freehand forming; creating unique ceramic forms without restricting the individual creativity; creating two- or three-dimensional free-form designs using the ceramic clay.

ART261 - Screenplay (3 + 0) 4

Basic information about movie script and its theories; creating a synopsis treatman and a scenario based on original or adopted stories.

ART262 - Traditional Tile Decoration and Modern Interpretations (3 + 0) 4

Tile technique, traditional and modern motifs or figures, application of motifs on biscuit material.

ART264 - Interior Design of Sculpture (3 + 0) 4

Shape elements, point-line-surface relation, drawing techniques, form-shape, measure-ratio, light-dark, shadow-light, volume information, texture types and touch.

ART265 - Creativity in Business Life (3 + 0) 4

Methods of creativity; using creativity in business life; overview and critique of the sector; new approaches by means of art; innovation.

ART266 - Jewelry Design (3 + 0) 4

Shape elements, point-line-surface relation, drawing techniques, form-shape, measure-ratio, light-dark, shadow-light, volume information, texture types and touch; hand tools; production using simple modeling techniques; cutting and leveling techniques, assembly and skidding procedures; design preparation, metal and different material shaping and

ART267 - Theatre (3 + 0) 4

Play staging, play writing, analysis, dramaturgy, acting, stage design, play management.

ART268 - Theatrical Entrepreneurial Skills (3 + 0) 4

Developing entrepreneurial skills through the art of theater.

ART269 - Entrepreneurial World of Contemporary Art (3 + 0) 4

The function and global organisation of contemporary art, which are considered as one of the most important investment tools in the world by international institutions, the socio-economic dimension of the events and the relationship between the world of art: collector, sponsor, and entrepreunership.

ART270 - Entrepreneurship Inspired by Nature: Interdisciplinary Approaches (3 + 0) 5

Biomicicry; the natural processes of sustaining life on earth and using it as a model for social and economic innovations; the integration among the components of ecosystems: living organisms; climate, and the chemical environment;opportunities for innovative entrepreneurship practices with interdisciplinary approaches; the 21st century skills and nature?s principles for innovative and creative entrepreneurship opportunities.

ART271 - Creative Drama (3 + 0) 4

Games and exercises designed by Viola Spolin to stimulate action, relation, spontaneity and creativity of individuals in a group setting; techniques such as warming up games, improvisations, roleplay, writing, story telling etc.

ART284 - Stage Management of Theater and Movie Review (3 + 0) 4

Analysing theater plays that dominated the history of theater in philosophical theme; finding the substances and determine in search of theatric space at the world theater journey, discussion of the predeterminated movies that made the breakthrough in world history within the context of Sartre/Existentialist philosophy and Spinoza/Ethica.

ART285 - Innovative Visual Narrative (3 + 0) 4

Investigation of the visual narration processes through selected examples;preperation of a research report in line with the selected type of visual narration; information about the effectiveness of the visual material or visual narrative on thinking,decision making and personal communication;evaluation;effects of innovative approaches on visual

ART286 - Simple Restoration Techniques in Artworks (3 + 0) 4

General principles and assumptions about artifact repair, simple repairs using different modern materials.

ART287 - Couple Dances (3 + 0) 4

Education of basic music and rhythm, body awareness, movement, coordination, gesture, expression and tendency for couple harmony.

ART288 - Rhetoric: Beautiful and Effective Speaking Art (3 + 0) 4

Expressing thoughts and opinions in the best, most effective and most accurate manner, speaking effectively, and persuading communities.

ART289 - Art of Mosaic (3 + 0) 4

Information about mosaic art and mosaic construction techniques used as an ornamentation element for centuries.

ART291 - Body Language and the Art of Persuasion (3 + 0) 4

Posture, mimic, gesture, a correct and accurate way of using the intonation of speech; leadership skills and abilities to convince or persuade someone to accept a desired way of thinking in the business and social environment; convincing others to adopt new ideas using body language.

ART292 - Sign Language (3 + 0) 4

Developing the ability to communicate daily with hearing disabilities.

ART293 - Architectural Photography (3 + 0) 4

Architectural dynamics in art of photography; photography techniques that are compatible with structures; equipment knowledge and usage techniques.

ART294 - Stage Makeup (3 + 0) 4

Plastic makeup; form working on model; coloration of silicon mold and placing on human face.

ART295 - Classical Turkish Music (3 + 0) 4

Classical Turkish Music; theory and application techniques in traditional, classical and modern periods.

ART297 - Creative Presentation in Digital Arts (3 + 0) 4

3D modeling techniques suitable for 3D product presentation, workflows of multiple software design, scene lighting render and animation settings, editing presentation animation, using render passes layers in compositing and color correction process.

ART298 - Stage Makeup (3 + 0) 4

In line with the course objective and expected learning outcomes, the course will expose students to various aspects of theatrical makeup application for stage, such as historical context, products, tools and techniques.

ASE308 - Flight Mechanics (3 + 1) 6

Reference frames, coordinate systems and transformations, notations; longitudinal static stability and control; maneuverability; lateral, directional static stability and control; stability derivatives; stability of uncontrolled motion.

AVM490 - History of Aviation (3 + 0) 4

Historical view and introduction, flight in mythology, pioneers of lighter than air vehicles, parameters of heavier than air flight, progress of aviation up to World War One, establishment of Ottoman/Turkish aviation, the great war in the air (1914 ? 1918), golden age of aviation (1919-1939), development of aviation in Turkish Republic, the great

CHIN201 - Chinese I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines

CHIN202 - Chinese II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, and shopping.

CHIN301 - Chinese III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

CHIN302 - Chinese IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

CMPE434 - Embeded System Design (2 + 2) 5

Embedded systems and their applications, metrics of embedded systems, components of embedded systems, realization of embedded systems, PCB technologies, simulation, emulation, rapid prototyping, testing and certification examples of realizations optimized for different applications, analysis of development costs and times, laboratory work on specif

CMPE461 - Applied Neural Computing (2 + 2) 5

Introduction to neural networks, perceptron learning rules, backpropagation algorithms, generalization and overtraining, adaptive linear filters, radial basis networks, self organizing networks, learning vector quantization, recurrent networks.

CMPE462 - Introduction to Artificial Intelligence (3 + 0) 5

Agent Paradigm, Problem Solving by Searching, Informed/Uninformed Search Methods, Genetic Algorithms, Simulated Annealing, Constraint Satisfaction Problems, Adversarial Search, Ant Colony Optimization, Particle Swarm Optimization, Artificial Bee Colony Optimization, Multi-Agent Systems & Intelligent Agents, Multi-Agent Interactions, Philosophical Foundations & Ethics.

CMPE463 - Digital Signal Processing (3 + 0) 5

Discrete-time domain and frequency domain representation of signals and systems; sampling and reconstruction; DFT, FFT, z - transform, filter design techniques; finite word length effects; 2-D filtering; applications of DSP; programming of some DSP processors.

CMPE464 - Digital Image Processing (3 + 0) 5

Introduction to signal and image processing, introduction to digital image processing, sampling, reconstruction, and quantization, digital image representation, image transforms, enhancement, restoration, segmentation and description.

CMPE465 - Knowledge Engineering (3 + 0) 5

Knowledge representation methods: rule-based, graph-based, logic-based methods, introduction to Prolog, knowledge acquisition, expert systems, ontology, semantic web, introduction to machine learning.

CMPE466 - Soft Computing (3 + 0) 5

Biological and artificial neurons, perceptron and multilayer perceptron; ANN models and learning algorithms; fuzzy sets and fuzzy logic; basic fuzzy mathematics; fuzzy operators; fuzzy systems: fuzzifier, knowledge base, inference engine, and various inference mechanisms such as Sugeno, Mamdani, Larsen etc., composition and defuzzifier.

CMPE467 - Pattern Recognition (3 + 0) 5

Bayes? decision theory, classifiers, discriminant functions and decision surfaces, estimation of parameters, hidden Markov models, nearest neighbor methods; linear discriminant functions; neural networks; decision trees; hierarchical clustering; self organizing feature maps.

CMPE468 - Machine Learning for Engineers (3 + 0) 5

Artificial intelligence, machine learning, supervised and unsupervised learning, binary classification, multiclass classification, regression, clustering, model evaluation.

E300 - Popüler Bilim (3 + 0) 4

Data not provided

ECON318 - Digital Economy (3 + 0) 6

Dynamics of the digital economy which has become inevitable in everyday transactions; the contemporary use of the predatory innovation and its essential component; algorithms; concrete examples of regulatory challenges in response to escalating tension from relevant markets from various countries.

ECON325 - Economic Indicators and Financial Markets Analysis (3 + 0) 5

Financial literacy, basic concepts of economic indicators, the impact of economic indicators on the financial markets, stock market structure and trading strategies.

ECON442 - Economics of Innovation (3 + 0) 6

The role of science, technology and innovation in economics at the macro and at the micro level; the diffusion and absorption of innovation; issues concerning the measurement of innovation; the national, regional systems of innovation and clusters; the relationship between R&D support mechanisms and economic performance in Turkey.

EE306 - Digital Signal Processing (3 + 2) 6

Signals and signal processing, discrete-time signals and systems, discrete-time Fourier transform (DTFT) and computation of the DFT, the z-Transform, sampling of continuous-time signals, transform analysis of linear time-invariant (LTI) systems, structures for discrete-time systems, digital filter design techniques, discrete Fourier transform, app

EE315 - Digital Integrated Circuits and Systems (3 + 0) 6

Quality metrics of a digital circuits, CMOS manufacturing process, review of diode and MOSFET, interconnects: electrical parameters, models, CMOS inverter: static and dynamic behavior, power and energy, static CMOS design: complementary CMOS, ratioed logic, pass-transistor logic, dynamic CMOS design, sequential CMOS logic: timing metrics, static

EE352 - Electromechanical Energy Conversion (3 + 2) 6

Electric machinery fundamentals, magnetic circuits and materials, electromechanical energy conversion principles, transformers: the ideal transformer, practical transformers, special transformers, three-phase transformers; DC Machines; DC generators, DC motors, DC motor starters, variable speed control of DC motors, synchronous machines: synchrono

EE402 - Wireless Communications (2 + 2) 5

Introduction to wireless systems and standards, radio propagation effects, coverage and statistical channel modeling, time-varying channels, fading effects, various bandpass modulation schemes and detection systems, channel capacity, spread spectrum communications, diversity and combining in cellular systems.

EE421 - Digital Image Processing (2 + 2) 5

2-D systems and transforms, image acquisition, sampling and quantization, linear and non-linear techniques for image enhancement and restoration and image compression, differential pulse code modulation, vector quantization, wavelets, subband coding, still and video compression coding standards.

EE423 - Neural Networks and Applications (3 + 0) 5

An introduction to basic neurobiology, the main neural network architectures and learning algorithms, and a number of neural network applications, McCulloch Pitts Neurons, Single Layer Perceptrons, Multi-Layer Perceptrons, Radial Basis Function Networks, Committee Machines, Kohonen Self-Organising Maps, and Learning Vector Quantization

EE425 - Advanced Digital Design with HDL (2 + 2) 5

Behavioural, dataflow and structural modelling of digital circuits with Verilog HDL. Language constructs of Verilog. Design of finite state machines with data path using Verilog. Introduction to modern CAD tools. Simulation and verification of digital circuits.

EE426 - Real Time Signal Processing (3 + 0) 5

Architecture, instruction set, and hardware and software development tools associated with the Texas Instruments TMS320C6x family of fixed and floating processors. Signal processing applications such as waveform generation, FIR and IIR digital filtering, and DFT and FFT based spectral analysis and filtering. Requires an extensive DSP project of the

EE428 - Biomedical Signals and Instrumentation (3 + 0) 5

Introduction to biomedical instrumentation and physiological measurement, the nature of biomedical signals, the origin of biopotentials and other biological signals, biopotential electrodes,tissue equivalent circuits, principles and operation of basic transducers and sensors, sources and characteristics of biological and instrumentation noise,

EE432 - VLSI Design (3 + 0) 5

Sequential circuits, pipelining. Interconnects: Effects of capacitive and resistive parasitics and solutions. Timing of digital circuits, clock skew and jitter, Clock distribution techniques. Design of arithmetic blocks: Adder, Shifter, Comparator, Multiplier. Designing memory and array structures. Design Methodology and tools. Testing and verifica

EE445 - Introduction to Robotics (3 + 0) 5

Basic components of robotic systems: selection of coordinate frames; homogeneous transformations; solutions to kinematics equations; velocity and force/torque relations; manipulator dynamics in Lagranges formulation; digital simulation of manipulator motion; motion planning; obstacle avoidance; controller design using the computed torque method.

EE448 - Pattern Recognition (3 + 0) 5

Introduction to the theory of pattern recognition, Bayesian decision theory, Maximum likelihood estimation, Nonparametric estimation, Linear discriminant functions, Support vector machines, Neural networks, Unsupervised learning and Clustering, Applications such as handwriting recognition, lipreading, geological analysis, medical data processing, d

EE449 - Pattern Classification and Sensor Applications for Engineers (3 + 0) 5

Sensors, general information about sensor types and sensor working principles; what is a pattern; pattern classification applications; theory and methods of pattern classification; feature extraction and selection; MATLAB Classification Learner Tool; analysis and performance of classifiers; RFID basics.

EE452 - High-Voltage Techniques (3 + 0) 5

Mechanisms of electrical breakdown in gases, in solid and liquid dielectrics and practical aspects, vacuum insulation, standard impulse voltages, discharge time, breakdown due to pollution.

ENE203 - Thermodynamics I (3 + 0) 6

Basic concepts and definitions, properties of a pure substance, equations of state, work and heat interactions, first law of thermodynamics, internal energy and enthalpy, second law of thermodynamics, entropy, reversible and irreversible processes, thermodynamic analysis of processes, third law of thermodynamics.

ENE301 - Heat Transfer (3 + 1) 6

Basic concepts of heat transfer; mechanisms of heat transfer (conduction, convection, radiation).

ENE303 - Modeling, Analysis and Simulation (3 + 1) 5

Translational mechanical systems, state-variable equations, inputoutput equations, matrix formulation, block diagrams and computer simulation, rotational mechanical systems, electrical systems, Laplace transform solutions of linear models.

ENE408 - Modeling and Control of Engineering Systems (3 + 1) 5

Laplace transform function analysis; linearization; electromechanical systems; thermal systems; fluid systems; block diagrams and computer simulation; modeling, analysis, and design tools; feedback design

ENG395 - Advanced English Speaking Skills (3 + 0) 4

This course provides students with a various range of activities aimed at refining their existing skills to engage effectively in various communicative contexts. During the course students will be supported via emphasizing the acquisition of appropriate register and expressions, and thus join in academic or professional environments orally.

FRE201 - French I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

FRE202 - French II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, shopping, plans, and life changes.

FRE301 - French III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

FRE302 - French IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

FRE401 - French V (3 + 0) 4

Develop and practice more vocabulary, structure and communicative skills; reporting and passive structures; read newspapers, books, stories and talk about them.

FRE402 - French VI (3 + 0) 4

More vocabulary, structure and communicative skills at pre-intermediate level; various themes such as celebrations, hospital procedures, visiting museums, banks, libraries, and cultural elements.

GER201 - German I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

GER202 - German II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, and shopping.

GER301 - German III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

GER302 - German IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

GER401 - German V (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

GER402 - German VI (3 + 0) 4

More vocabulary, structure and communicative skills at pre-intermediate level; various themes such as celebrations, hospital procedures, visiting museums, banks, libraries, and cultural elements.

GSM104 - Advertisement Photography (3 + 0) 5

No data provided

GSM142 - Literature and Critic (3 + 0) 5

Data not provided

GSM147 - Turkish Decorative Art: Marbling Paper (3 + 0) 5

Data not provided

GSM165 - General Music Culture and Theory (0 + 0) 5

Data not provided

GSM168 - History of Anatolian Music (3 + 0) 5

Data not provided

HUM105 - Security, Espionage and Intelligence History (3 + 0) 4

The historical development of the concept of security, security problems and threats that differ according to periods, according to a new (critical) understanding; the restructuring of the transformation of espionage and intelligence activities in the history of the world and especially Turkey with globalization.

HUM201 - Social Responsibility Project (3 + 0) 4

Social and environmental problems; non-governmental organizations; cooperation with non-governmental organizations; team work.

HUM202 - Scientific Toy Design (3 + 0) 4

Developing students' using tools and skills in workshops; visiting science museums and science centers, observing large-scale scientific toys, and displaying all designed and produced scientific toys.

HUM203 - Popular Science (3 + 0) 4

Popular science description; the life of scientists; history of science and technology; visit to museums; poster preparation.

HUM204 - Volunteering Studies (1 + 0) 4

Participating voluntarily in the work of aid organizations established within public institutions, local governments and non-governmental organizations in order to support those who face difficulties, especially children, the elderly, the disabled and disadvantaged groups, and sharing what they acquired through the university education.

HUM211 - Gender Studies and Women Rights (3 + 0) 4

Introduction; gender perceptions; woman and health; woman and politics; woman and law; modernism, gender and women rights; types of violence against women and their prevention; woman and literature; woman labor in the global economy; worklife and woman; woman and entrepreneurship; woman and environment.

HUM212 - Gender Equality (3 + 0) 4

This course focused on examine main subjects and current issues of Gender Studies by precisely taking the principle of equality and discrimination at hand, Help students follow gender studies in Turkey and across the globe and develop abilities of students to examine and generate behavioral patterns in their daily social life in a gender-mainstrea

HUM291 - Body Language and Communication Methods (3 + 0) 4

Posture, mimic, gesture, a correct and accurate way of using the intonation of speech; leadership skills and abilities to convince or persuade someone to accept a desired way of thinking in the business and social environment; convincing others to adopt new ideas using body language.

HUM310 - Introduction to Sociolinguistics (3 + 0) 4

Factors contributing to the emergence of social approach to language; language variation and the factors that are responsible for the formation of regional and social variation of languages; various patterns of societal multilingualism and power relationships between/among languages; global trends affecting multilingualism; various political and socio-cultural factors that contribute to language maintenance; various methods used in linguistics research; a fieldwork using research methods.

HUM312 - Studies in Masterpieces of World Literature (3 + 0) 4

Texts selected from major works of world literature such as English, Russian and French: one novel, two short stories, two poems, one play.

HUM316 - Selections from World Literature: The Short Story (3 + 0) 4

Short stories in English selected from a variety of cultures; texts handed out by the course instructor on literary materials and on literary appreciation methods

HUM319 - Introduction to Logic (3 + 0) 4

Basic logical concepts, reasoning, argument analysis, informal logic, language and definitions, fallacies, syllogistic logic, categorial propositions, syllogisms in ordinary language, modern symbolic logic, propositional logic, truth functions and arguments, methods of derivation, predicate logic.

HUM320 - Aesthetics (3 + 0) 4

Defining art, aesthetics, the beautiful and the ugly, and ethics; scrutinizing their contents; examining the place of aethetics in art and nature; discussing and comparing the views of the philosophers studied.

HUM321 - Introduction to the History of Philosophy (3 + 0) 4

A study of selected philosophers from the times of Ancient, Medieval and Modern Philosophy, 19th Century Philosophy and 20th Century Philosophy.

HUM322 - Introduction to Ethics (3 + 0) 4

Analysing and discussing the central topics of ethics, such as egoism, eudaimonism, utilitarianism, the moral law and the ethics of self-determinism; also, examining the ethical thinking of Plato, Aristotle, Hume, Kant, Mill, Bentham and Sartre.

HUM323 - Introduction to Critical Thinking (3 + 0) 4

Examining and discussing the themes of critical thinking, such as writing and thinking clearly, learning and analysing the types of reasonings and arguments, making rational decisions, learning the types of fallacies; also, exercises to make these topics more understandable.

HUM331 - Go (3 + 0) 4

General description of the game of Go, the rules of Go, the history of Go, Go culture and ethics, Go philosophy, Go in Turkey and in the rest of the world, the opening in Go, ingame strategies in Go.

HUM360 - History of Science (3 + 0) 4

The origins and historical deveopment of modern science and scientific method; the ways of knowing the world of different cultures and societies changed over time; the relationship between scientific knowledge to other enterprises, such as art and religion; the key aspects and issues in the advancement of science from ancient world to modern ages.

HUM412 - Work Accidents and Occupational Diseases (3 + 0) 4

Basic concepts of work accidents and occupational diseases, legal consequences and methods of protection from work accidents and occupational diseases.

IE305 - Engineering Economy (2 + 0) 5

Economic analysis for engineering and managerial decision-making; cash flows, effect of time and interest rate on money and physical assets; methods of evaluating alternatives: present worth, future worth, annual worth, rate-of-return and benefit/cost ratios; depreciation and taxes; effects of inflation.

IE314 - Project Management (3 + 0) 5

Elements and phases of project management; functions (planning, staffing, scheduling, monitoring, and control) and techniques (CPM, PERT, etc.) of project management; software tools for project management; project cost control and time/resource management; leadership styles, conflict and risk management.

IE416 - Expert Systems (3 + 0) 5

Technology of expert systems and applications; development of a simple expert system; artificial intelligence concepts, heuristics, problem solving, intelligent attributes; use of expert systems in industry; intelligent decision support systems; case studies about engineering environments.

IE418 - Decision Analysis (3 + 0) 5

Decision making in uncertain environments, value of information, risk seeking and risk averse behavior, utility functions, multi-objective decision making, goal programming.

IE420 - Heuristic Methods for Optimization (3 + 0) 5

Introduction of a variety of important, main-stream heuristic techniques, both traditional and modern, for solving combinatorial problems; reasons for the existence of heuristic techniques, their applicability and capabilities.

IR423 - Energy Politics (3 + 0) 5

Global and regional energy topics; energy sources; energy geopolitics and energy security; Turkish energy policy and politics.

ISE424 - Distance Education and E-Learning (3 + 0) 5

Definitions, history, and theories of distance education and e-learning, instructional design, tools and technologies for distance education, multimedia learning, computer-supported collaborative learning, learning management systems, new directions and developments.

ISE432 - Innovation and Entrepreneurship in IT (3 + 0) 5

Introduction to entrepreneurship, recognizing opportunities and generating ideas, feasibility analysis, developing an effective business model, industry and competitor analysis, writing a business plan, preparing the proper ethical and legal foundation, assessing a new venture?s financial strength and viability, building a new-venture team, working with disciplinary teams, working with interdisciplinary teams, getting financing or funding.

JAP201 - Japanese I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

JAP202 - Japanese II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, shopping, plans, and life changes.

JAP301 - Japanese III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

JAP302 - Japanese IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

KOR201 - Korean I (3 + 0) 4

Vocabulary, structure and communicative skills at A1 level; countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

KOR202 - Korean II (3 + 0) 4

Vocabulary, structure and communicative skills at A1 level; countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

KOR301 - Korean III (3 + 0) 4

This course includes more vocabulary, structure and communicative skills at elementary level. The class activities are grouped around various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

LAW250 - Information and Technology Law (3 + 0) 4

The examination of legislation related to information law and the evaluation of social processes and tools, current events, court decisions and current problems.

MAN313 - Managerial Skills for the 21 st Century (3 + 0) 5

Self- Management, Personal Financial Management, Time and Stress Management and Organization Skills, Workplace Etiquette/Dress, Ethics, Politics and Diversity, Accountability and Workplace Relationships, Communication and Electronic Communication, Motivation, Leadership and Teams, Conflict and Negotiation, Networking, Job Search Skills, Resume Preparation, Interview Techniques, Career Management

MAN328 - Financial Literacy and Legislation for Entrepreneurs (3 + 0) 5

Tax legislation, business law information and obligations related to legal legislation in start ups, different company and business types and selection principles, interpretation of financial statements (balance sheet, income statement, cash flow statement).

MAN374 - Digital Age and Industry 4.0. (3 + 0) 5

Industry 4.0 components: big data, internet of things, augmented reality, robotic technologies, artificial intelligent, integrated systems, 3D Printer, cloud computing systems.

MAN408 - Introduction to Sustainability (3 + 0) 5

What is sustainability; sustainability and related polices; climate and global change; environmental and resource economics; sustainable business practices; sustainability: ethics, culture, and history; sustainable development; sustainability indicators.

MAN409 - Entrepreneurship (4 + 0) 5

The nature, importance and history of entrepreneurship, the entrepreneurial mind, creativity, innovation and the business idea, marketing and financial planning, franchising, entrepreneurial strategy and strategic management in operations, entrepreneurship background of Turkey, changes in Turkish entrepreneurial features and activities, characteri

MAN412 - Product Development and Brand Management (3 + 0) 5

Concepts of product and brand, classification of products, product strategies, new product development, strategic brand management, brand equity, branding strategies.

MAN414 - Entrepreneurship and Business Plan (3 + 0) 5

Fundamental concepts of entrepreneurship, personal characteristics of entrepreneurs, innovative thinking techniques and types, strategic management and planing, alternative ways of launching a business, business plan and fundamental elements of busines plan, techniques of preparing a business plan, from planning to practice, marketing, production

MAN415 - Contemporary Management Approaches (3 + 0) 5

This course is designed to provide deep knowledge regarding the ways organizations use different and contemporary managerial approaches and practices in order to gain, manage and sustain certain resources and compete within an uncertain environmental conditions.

MAN428 - Brand Management (3 + 0) 5

Definition of a brand, brand name, brand attributes, brand positioning, image building, the difference between brand image and brand identity, sources of brand identity, methods to build brand awareness, brand loyalty, brand association, the relationship between brand equity and customer equity.

MAN437 - Entrepreneurship and Innovation Seminars (3 + 0) 5

Fundamental concepts of entrepreneurship, personal characteristics of entrepreneurs, innovative thinking techniques, barriers of innovation, internal and external factors of entrepreneurship, intrapreneurship, strategic management and planing, alternative ways of launching a business, business plan and fundamental elements of busines plan

MATE462 - Nanomaterials (3 + 0) 5

Nanotechnology fundamentals, history, applications and novel materials; synthesis and application of nanomaterials and their application in industry in relation to existing technology applications; future trends and emerging technologies.

ME416 - Casting and Powder Metallurgy (3 + 1) 5

Fundamentals of casting, solidification of pure metals, solidification of alloys, riser and runner design, feeding distance calculations, Bernoulli equations and sprue design, mold materials, casting problems and defects.

ME419 - Manufacturing of Automobiles (3 + 0) 5

Manufacturing techniques used in automobile industry, automobile parts and manufacturing methods, cast parts, machined parts, parts produced by metal forming, sheet deformation processes, polymers and composite parts, assembly, welded parts and welding techniques, production lines, design of automobile parts considering production.

ME420 - Project Management in Manufacturing (3 + 0) 5

Project management standards;project,portfolio,program and operation management concepts;managing participation,teamwork,and conflict;need identification and assessment,problem definition;creativity and idea generation;methods and tools of functional/physical/task decomposition;mind mapping; planning methods;cost estimation and budgeting:time management and scheduling;project quality management;resource allocation; project risk management techniques;project execution,monitoring technique

ME425 - Mechanical Vibrations (3 + 0) 5

Temel tanımlar, tek serbestlik dereceli sistemler, titreşim yalıtımı, iki serbestlik dereceli sistemler: hareket denklemleri, koordinat dönüşümleri, temel koordinatlar, titreşim modları, torsiyonel titreşim, çoklu serbestlik dereceli sistemler, koordinat dönüşümler ve normal koordinatlar, modal analiz, harmonik zorlamalı sistemlerin çözümü.

ME426 - Dynamics of Machinery (3 + 0) 5

Knematic influence coefficients, equation of motion of single degree of freedom systems, analytical and numerical solution methods, effects of dry and viscous friction, force analysis and power flow in simple and planetary gear trains, rotating mass balancing, balancing of inertia-variant machines, analysis of unbalance in multi-cylinder engines

ME427 - Kinematic Synthesis (3 + 0) 5

Introduction to synthesis, graphical and analytical methods in dimensional synthesis. Two, three and four positions of a plane. Correlation of crank angles. Classical transmission angle problem. Optimization for the transmission angle. Chebyshev theorem. Current topics in mechanism synthesis.

ME435 - Fracture Mechanics (3 + 0) 5

Metallerde kırılma türleri, Griffith gevrek kırılma teorisi, çatlak yayılımı, sünek kırılma, elastik-plastik kırılma mekaniği, çentik etkileri, enerji-sıcaklık eğrileri, gerilim yoğunluğu katsayısının belirlenmesi, kırılma tasarımının felsefesi; meneviş gevrekliği, hidrojen gevretmesi, lineer elastik-plastik kırılmanın kararsızlığı, yorulma çatlağı

ME478 - Production Plant Design (3 + 0) 5

Introduction, fundamantals of design and CAD, manufacturing systems (CAD/CAM, FMS, CIM), market survey and plant location, plant layout, process analysis, quantity and quality planning and controlling for production, process and machine selection, materials handling, storage types, safety regulations, maintenance, environmental factors and R&D.

ME482 - Introduction to CAD/CAM (2 + 1) 5

Introduction to CAD, overview of geometric modeling techniques (wireframes, boundary representation, constructive solid geometry and hybrid modelers), parametric and variation modeling, parametric modeling of curves and surfaces (Bezier, B-spline and NURBS), introduction to CAM, CNC part programming, machining strategies, cutting tool selection, tool path generation, post-processing.

MECE404 - Intelligent Mechatronics (2 + 2) 5

Artificial neural networks (ANN), fuzzy logic (FL), genetic algorithms (GA); the use of ANN, FL and GA in control, estimation, planning, diagnosis, imaging, and heuristic search methods.

MECE406 - Digital Control (3 + 0) 5

Z-transform, discretization, stability analysis, steady state analysis, root locus, design in discrete time, state space and structural properties of discrete time systems, Lyapunov theory and observer based design.

MECE425 - Behaviour Based Engineering Design (3 + 0) 6

Introduction to engineering design theory and methodology, modeling in design, function-behaviour-structure model for design, behaviour-based modeling; review of sets, relations and functions; graph theory; discrete-event system modeling; Petri nets; traditional design approaches; recent trends in engineering design; behaviour-based design applicat

MECE431 - Advanced Measurement Techniques for Physical Quantities (2 + 0) 6

The measurement and presentation of physical quantities; different methods of measurement of these quantities; a wide range of transducers; analysis of a multitude of analog and digital circuits used to amplify, transmit and display electrical signals; the application of these modules in modern measurement equipment.

MECE441 - Artificial Intelligence (3 + 0) 6

Introduction to artificial intelligence, state-space search; uninformed (Blind) search techniques, informed (heuristic) search techniques, logical reasoning: propositional logic, predicate calculus, probabilistic reasoning, Bayes rule, reasoning under uncertainty, knowledge-based systems: rule-based expert systems, introduction to machine learning,

MECE445 - Robot Vision (3 + 0) 5

An introduction to the algorithms and mathematical analysis associated with the visual process; binary image processing, regions and segmentation, edge detection, photometric stereo, stereo and calibration, introduction to dynamic vision and motion.

MECE447 - Path Planning and Navigation (3 + 0) 5

Introduction, kinematic models for mobile robots, mobile robot control, robot attitude, robot navigation, path finding, obstacle mapping and its application to robot navigation, application of Kalman filtering.

MECE451 - Mechatronics in Automotive Engineering (3 + 0) 5

Automotive structures, suspension, steering, brakes, and driveline; basic vehicle dynamics in the performance and handling modes.

MECE491 - CO_OP Practice I (3 + 0) 5

Gain knowledge about company?s mechatronics engineering related field of work, observation and investigation of production technologies; in order to improve and expand student?s theoretical and applied knowledge gained through university courses, students have to observe and/or contribute to technical studies about design, production, cost analysis and similar work for mechatronics related products and/or processes of the company, reporting.

MECE493 - CO_OP Practice II (3 + 0) 5

Students are expected to improve and expand their theoretical and applied knowledge gained through their coursework in the curriculum by means of learning and investigating advanced engineering applications, and getting involved in design, research and development, production and process development activities of the company and reporting.

MECE525 - Intelligent Control (3 + 0) 5

Intelligent control methodologies, learning control, fuzzy control, neurocontrol, neuro-fuzzy control.

MECE539 - Flying Robotics (3 + 0) 5

Bbasics about flying robots; VTOL systems (such as quadrotor platforms) with rotating wings; fixed wing systems; mathematical models, control algorithms, sensor systems, estimation and identification practices, control hardware, and the experimental setups related with the flying robots.

MECE570 - System Theory (3 + 0) 5

Modeling, formulation and solution of mechatronics systems in theoretical basis; modeling, formulating and solving all kinds of mechatronics systems problems in theoretical and practical situations, both in time-domain and complex frequency domain; controllability and observability; Liapunov stability methods.

MECE574 - Industrial Automation and Robotics Technology (3 + 0) 5

Principles of industrial automation systems, system approach for automated machinery and plants; advanced topics in pneumatic and hydraulic components and systems, design of pneumatic and hydraulic systems; principles of industrial robots and their role in industrial automation, mobile robots, robot arms, AS/RS; design issues in industrial automati

MFGE404 - Computer Integrated Manufacturing (3 + 0) 5

Introduction, computer aided design (CAD) systems, computer aided graphical modeling, CAD databases, computer aided manufacturing (CAM) systems, computer aided process Planning (CAPP) systems, robotic systems, group technology and cellular manufacturing systems, automated material handling systems, automated inspection systems, flexible manufacturi

MFGE412 - Introduction to Optimization (3 + 0) 5

Introduction to optimization, graphical optimization, least squares regression, linear and non-linear programming, numerical techniques, unconstrained and constrained optimization, global optimization (genetic algorithm), applications.

MFGE420 - Project Management in Manufacturing (3 + 0) 5

Project management standards;project,portfolio,program and operation management concepts; managing participation,teamwork, and conflict;need identification and assessment,problem definition; creativity and idea generation;methods and tools of functional/physical/task decomposition;mind mapping;planning methods; cost estimation and budgeting;time management and scheduling;project quality management;resource allocation; project risk management techniques; project execution, monitoringtechniques

MFGE482 - Introduction to CAD/CAM (2 + 1) 5

Introduction to CAD,overview of geometric modeling techniques (wireframes, boundary representation, constructive solid geometry and hybrid modelers), parametric and variation modeling, parametric modeling of curves and surfaces (Bezier, B-spline and NURBS), introduction to CAM, CNC part programming,machining strategies, cutting tool selection, tool path generation, post-processing.

MFGE577 - Quality Control and Metrology (3 + 0) 5

Elementary metrology, linear-angular and comparative measurement, instruments and gauges for testing straightness, flatness, squareness, parallelism, limits, fits and gauges, inspection, quality function in industry, fundamentals of statistical concept in quality control, control charts in SQC, sampling inspection, operation characteristics (OC) cu

PR407 - Public Opinion (3 + 0) 5

Description of public opinion; the formation process of public opinion; the role of the public opinion in the society; relation between democracy and public opinion.

PR413 - Leadership Theory and Practice I (3 + 0) 5

Historical and current applications of leadership theories, personal and organizational dimension of leadership, priorities, impacts of leadership on strategic decision making processes.

PR414 - Leadership Theory and Practice II (3 + 0) 5

Fundamental values and principles of education and training process, professional ethical principles and application of these principles in working life.

PR419 - Media Literacy (3 + 0) 4

This course covers the basic concepts and approaches related to sociology. In this sense, starting from the concept of media literacy, important theoretical approaches are examined. Then, violence, gender, representation of minorities are analyzed through different media materials.

PR491 - Journalism I (0 + 3) 5

Definitions and the functions of the concepts and the tools of the journalism; writing texts such as news, articles and interviews; commenting on articles; creating images that will complete the texts; preparing three issues of Atılım Newspaper.

PR492 - Journalism II (0 + 0) 5

Definitions and the functions of the concepts and the tools of the journalism; writing texts such as news, articles and interviews; commenting on articles; creating images that will complete the texts; preparing three issues of Atılım Newspaper.

RUS201 - Russian I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

RUS202 - Russian II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, and shopping.

RUS301 - Russian III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

RUS302 - Russian IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements

RUS401 - Russian V (3 + 0) 4

Vocabulary, structure and communicative skills at pre-intermediate level; up to date topics on newspapers, magazines, and books.

RUS402 - Russian VI (3 + 0) 4

Vocabulary, structure and communicative skills at pre-intermediate level; up to date topics on newspapers, magazines, and books.

SE422 - Introduction to Data Science (3 + 0) 5

Python programming language for data science, data scraping, data manipulation, data visualization, use of vectors and matrices in data science, review of statistical concepts for data science, conditional probability, Bayes?s theorem, normal distribution, prediction, regression, classification and clustering.

SE426 - Emerging Technologies (2 + 2) 5

What is an "Emerging Technology", disruptive technologies; identification of disruptive technologies; the 3D printing revolution; the evolution of technology; the nature o innovation; combination and structure; phenomena, domains and problem-solving; origin of technologies; technological revolution; economic revolution; forecasting.

SE573 - Applied Machine Learning in Data Analytics (3 + 0) 5

Data statistics; linear discriminant analysis; decision trees; artificial neural networks; Bayesian learning; distance measures; instance-based and reinforcement learning; clustering; regression; support vector machines.

SPAN201 - Spanish I (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various topics such as countries, nationalities, jobs, family, feelings, food and drink, colors and clothes and daily routines.

SPAN202 - Spanish II (3 + 0) 4

Vocabulary, structure and communicative skills at beginners level; various themes such as transport, travel, dates, holidays, money, shopping, plans, and life changes.

SPAN301 - Spanish III (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as occupations, hobbies, countries, and functions such as asking for and giving information, offering and responding.

SPAN302 - Spanish IV (3 + 0) 4

More vocabulary, structure and communicative skills at elementary level; various themes such as travel, places, appearance, plans, health, weather, phone conversations, and cultural elements.

SPAN401 - Spanish V (3 + 0) 4

Vocabulary, structure and communicative skills at pre-intermediate level; up to date topics on newspapers, magazines, and books.

SPAN402 - Spanish VI (3 + 0) 4

Vocabulary, structure and communicative skills at pre-intermediate level; up to date topics on newspapers, magazines, and books.