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.

CMPE109 - Fundamentals of Computing (2 + 1) 2.5

Engineering fundamentals, computer engineering as a profession, career opportunities, professional organizations for computer engineering, ethical issues in computing; hardware components of a computer system; data representation and machine language instructions; coordinating internal activities of a computer using operating systems; networking

CMPE113 - Computer Programming I (2 + 2) 4

Algorithm development, fundamental elements of the C language, selection statements, iteration statements, standard library functions, user-defined functions, parameter passing, application programs in a laboratory environment using the C language.

CMPE114 - Computer Programming II (3 + 2) 5

Pointers, dynamic memory management, parameter passing, arrays, strings, structures, file processing; application programs in a laboratory environment using the C language.

CMPE134 - Fundamentals of Electronic Components (3 + 2) 3.5

Engineering abstraction in simple circuit analysis and models to represent actual circuit components; analysis of electronic circuits; the linearity and superposition theory; Thevenin and Norton equity principles in multi-component circuit analysis; first order RC and RL circuits, digital electronic components, fundamentals of logical calculations

CMPE225 - Object-Oriented Programming (3 + 2) 8

Data types, expressions and statements, functions and scope rules, class definitions, inheritance, polymorphism, name overloading, templates, exception handling; input/output; object oriented principles using the UML and C++ programming language.

CMPE226 - Data Structures (3 + 0) 8

Stacks, recursion, queues; creation and destruction of dynamic variables, serial linked lists, circular lists, doubly linked lists, circular doubly linked lists; sorting and searching algorithms, space and time considerations, binary trees, binary search trees, tree traversal algorithms, binary tree sorting algorithms, hashing.

CMPE236 - Introduction to Microprocessors and Microcontrollers (3 + 2) 8

Introduction to microcontrollers, instruction set, serial port operation, interrupt operation, assembly language programming, program structure and design, tools and techniques for program development, design and interface examples in assembly, design and interface examples.

CMPE251 - Discrete Computational Structures (3 + 0) 7

Basic mathematical objects of computational mathematics: sets, sequences, relations, functions, and partitions; deductive mathematical logic proof techniques; discrete number systems; induction and recursion; graphs and sub-graphs; trees; planarity of graphs; covering problems; path problems; directed graphs; combinatorics.

CMPE323 - Algorithms (3 + 0) 7

Design and analysis of algorithms, O-notation, divide and conquer algorithms, dynamic programming, backtracking and branch and bound, lower bound theory, complexity of sorting and searching algorithms, graph algorithms, NP-hard and NP-complete problems, basic NPC problems, proving problems to be NPC, analysis of some string processing algorithms.

CMPE325 - Study of Programming Languages (3 + 0) 6

Study of programming language concepts: syntax and semantics, types, values, expressions, and statements; program structure; procedures and functions; structured data; abstraction and encapsulation; inheritance; dynamic binding; concepts of programming paradigms by means of functional, procedural, and object-oriented programming languages.

CMPE326 - Formal Languages and Automata (3 + 0) 6

Languages and their representations, finite automata and regular grammars, context-free grammars, concept of abstract machines and language acceptance, deterministic and non-deterministic finite state machines, pushdown automata, Turing machines and introduction to the theory of computation.

CMPE331 - Computer Architecture and Organization (3 + 0) 7

Computer components, Von Neumann architecture, instruction execution, interrupts, bus structure and interconnection of components, memory: internal memory, cache and virtual memory, external memories. CPU: ALU, floating point arithmetic, instruction sets, addressing modes and formats; control unit: hardwired and micro-programmed control units;

CMPE334 - Computer Networks (3 + 2) 6

Basic concepts of computer networking; application layer and well-known applications; transport layer, UDP and TCP services; network layer, IPv4 addresses, forwarding and routing; data link layer, MAC addresses, HUBs and switches; physical layer properties and standards.

CMPE341 - Database Design and Management (3 + 2) 7

Database system concepts, data modeling with ER and EER, the relational data model, file organizations and index structures, relational algebra, structured query language (SQL); database design: functional dependence and table normalization; introduction to database administration; a relational DBMS in a laboratory environment.

CMPE399 - Summer Practice I (0 + 0) 6

A minimum of six weeks of training in the industry involving the observation of the hardware and software components of a computer system in use; a summer practice report is prepared that lists the experiences of the student during the six weeks period.

CMPE431 - Operating Systems (3 + 2) 5

Basic design principles of operating systems, single-user systems, command interpreter, semaphores, deadlock detection, recovery, prevention and avoidance; multi-user OS; resource managers, processor management and algorithms, memory management: partitioning, paging, segmentation and thrashing; device management; interrupt handlers, device drivers

CMPE494 - Senior Project (4 + 0) 8

Project analysis and design, project development, project management, team working, project presentation.

CMPE499 - Summer Practice II (0 + 0) 10

A minimum of six weeks of training in an IT department/company involving the observation of the hardware and software components of a computer system; students are expected to be involved in software/hardware development projects of the IT department/company; a summer practice report is prepared that presents the experiences of the student during

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

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.

ISE441 - Practical Machine Learning (3 + 0) 5

Data collection, Data preprocessing, Data visualization and analysis, Feature engineering, Machine learning algorithms, Machine learning model selection and training, Model testing and evaluation, Hyperparameter optimization, Crossvalidation

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.

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.

SE346 - Software Engineering (3 + 1) 6

Software project management: metrics, estimation, scheduling, planning; software requirement analysis techniques, software design techniques, software implementation, software quality assurance and testing, software maintenance, software configuration management, risk management in software development projects, recent trends and methods in softwar

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.

MATH427 - Introduction to Crytopgraphy (3 + 0) 6

Basics of cryptography, classical cryptosystems, substitution, review of number theory and algebra, public-key and private-key cryptosystems, RSA cryptosystem, Diffie-Hellman key exchange, El-Gamal cryptosystem, digital signatures, basic cryptographic protocols.

CMPE318 - Java Programming (2 + 2) 5

Java technology, object-oriented programming, objects, classes, modularity; encapsulation, polymorphism, elements of Java, exceptions, garbage collector; classes and inheritance; interfaces; the collections framework; the input/output framework; the graphical user interfaces framework; threads.

CMPE413 - Logic Programming (3 + 0) 5

Lisp programming: symbolic expressions, elementary functions, Lambda notation, forms, functions, list structures, Prolog programming: facts, rules, relationships; data structures; backtracking; input/output; built-in predicates.

CMPE424 - Language Processors (3 + 0) 5

Fundamental concepts of compilation and interpretation; single-pass and multiple-pass language translators; lexical analyzer; top-down parsing, and LL(1) grammars; recursive descent method; bottom-up parsing; shift reduce technique; operator precedence grammar, LR(0) and SLR(1) grammars; syntax directed translation; error processing and recovery; s

CMPE432 - Virtualization (3 + 0) 5

Types of virtualization, hardware virtualization, hypervisors, server virtualization, desktop virtualization, storage virtualization, application virtualization, OS virtualization requirements and techniques, benefits and costs, security issues.

CMPE435 - Special Topics in Computer Networks (3 + 0) 5

Elaborate concepts of TCP/IP computer networks; application details for well-known applications on the Internet. IPv6 addresses; routing principles and routing algorithms; ICMP communication; VPNs; wireless-networking; network security.

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.

SE340 - Rapid Application Development (2 + 0) 5

Overview of the base language of a Rapid Application Development (RAD) tool; object definitions, methods, properties and inheritance; form design using visual components; application development using the libraries of an industry standard RAD tool.

SE360 - System Modeling and Simulation (3 + 0) 5

Dynamic simulations, Providing custom-made data types, operators and control structures for simulation, model generators, simulation programming landscape, simulation problems.

SE440 - Analysis and Design of User Interfaces (3 + 0) 5

Basics of user interfaces, use of requirements gathering techniques, finding out about user, tasks and environment, conceptual design, interaction design, design principles, interaction styles, designing GUI, designing for web, user interface evaluation process.

SE450 - Software Engineering Ethics (3 + 0) 5

Corporate responsibility, engineering responsibilities, personal rights, whistle blowing, conflicts of interest, professional autonomy, risk assessment, sustainable development, and the place and purpose of engineering codes of ethics, ethics, rules and principles in software engineering and other information systems, ethical work and ethical decis

SE453 - Large Scale Software Development (3 + 0) 5

The nature and development lifecycle for large-scale software (LLS) projects, role of the software architect, software architecture and the development process, system context and domain analysis, component design and modeling, subsystem design, transaction and data design, process and deployment design, architecture techniques, applying the viewpo

SE460 - Software Construction (3 + 0) 5

Software construction fundamentals, software complexity, construction management, construction models, construction planning, software measurement, construction languages, coding, construction testing, reuse, verification and standards in construction, construction quality, integration.

SE461 - Software Patterns (3 + 0) 5

Introduction to design patterns, creational patterns, structural patterns, behavioural patterns, analysis patterns, architectural patterns, testing, refactoring.

SE462 - Formal Methods in Software Engineering (3 + 0) 5

Introduction to formal methods, fundamental aspect of formal specifications, software specification and development with mathematical semantics, constructing formal specifications for software-intensive systems, specification languages: Z, object Z and OCL, relating specifications and implementations, role of formal specification in system life cyc

SE470 - Agile Methods in Software Development (2 + 2) 5

Introduction to agile methods, eXtreme Programming (XP), Lean, Scrum, Crystal, feature-driven development (FDD), Kanban; dynamic systems development method (DSDM); architecture and design issues in agile software methods.

ISE311 - Internet Programming (2 + 2) 5

Internet programming environments, home page design with HTML and DHTML, JavaScript, client-server model, client side scripts, and server-side scripts, web servers (installation on different OS such as Unix/Linux, and Microsoft, setting up the required components, administration), CGI, SSI, SSL, certification, cookies, and sessions, database integr

ISE405 - Foundations in Information Technology Services (3 + 0) 5

Service operation and continual service improvement domains of the ITIL standard for IT service management, planning and change management, asset and configuration management, security management, network management, storage management, request management, incident and problem management.

ISE414 - Investigation of Computer Crime (3 + 0) 5

Computer crimes, vulnerability, risk assessment, electronic fraud, viruses and worms, computer crime laws.

ISE422 - E-Government (3 + 0) 5

Introduction to e-government, basic concepts and definitions, the components of e-government, managing e-government projects, infrastructure requirements for e-government, e-organizations, measuring e-government maturity, e-government: a profile of Turkey and world trends; risks: e-government versus conventional government procedures.

ISE423 - Technology Trends in E-Government (3 + 0) 5

Theoretical background of e-government, the use of e-government: local and global; technical and organizational aspects to realize e-government systems and contemporary sociotechnological methodologies; enterprise architectures, reference models and frameworks: Zachman, TOGAF, MoDAF, and DoDA; interoperability standards: eGIF, EIF, SAGA, and other

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.

E400 - Undergraduate Research Project (3 + 0) 5

Rigorous scholarly research, research methodologies, review of background knowledge, academic reading.

ISE261 - Business and e-Commerce (3 + 0) 6

A context for developing e-Commerce applications; types of e-Commerce applications; identifying and describing e-commerce applications; e-commerce feasibility; e-commerce requirement analysis; high-level, detailed and technical design and construction; e-business models; Internet marketing; online monetary transactions; Internet taxation; legal

ISE332 - IT Infrastructure and Architecture (3 + 0) 5

IT infrasturucture, IT architecture, IT system model, cloud computing, green IT, big data, datacenters, servers, processor architectures, storages, networking, operating systems, virtualization, security, end user devices, system performance analysis and management, IT service management (ITIL, COBIT).

SE324 - Software Project Management and Economics (3 + 0) 5

Introduction to software project management; overview of project planning; selection of appropriate project approach; activity planning, resource allocation, project tracking and control; contract management; managing people and organizing teams; software quality assurance; configuration management; various tools of software project management;

SE322 - Software Architecture (3 + 0) 5

Introduction to software architecture, architecture business cycle, creating an architecture, introducing a case study, understanding and achieving quality, design, document and reconstruct software architecture, methods in architecture evaluation, quantitative approach to architecture design decision making, software product lines, types of

SE344 - Systems Software Validation and Testing (2 + 2) 6

Software testing and its essentials, risk management, verification and validation, static V&V techniques and their comparison, software testing strategy and techniques, software testing tools, configuration management, software measurement and metrics related with testing.

ISE353 - Information Systems Development (3 + 0) 10

Information systems, strategy and information systems, business information technology, distributed systems, internet and www, e-commerce and business, business intelligence, file organizations and databases, process analysis and modeling, data analysis, systems design, detailed design and implementation, object-oriented approaches, systems

ISE426 - Computer Security (3 + 0) 5

Cryptographic tools, user authentication, access control, intrusion detection, malicious software, denial-of-service attacks, firewalls, trusted computing, buffer overflow, software security, Windows security, Linux security.

ISE301 - Multimedia Systems (3 + 0) 5

Multimedia terminology and concepts, multimedia data types (digital image, audio, video); multimedia editing for different multimedia types.

ISE308 - Introduction to Mobile Application Development (3 + 0) 5

Mobile devices, mobile platforms, mobile operating systems, mobile programming, user interface design in mobile devices; data store in mobile platform, map and location-based services, telephony and SMS, sensors.

ISE542 - IT Security (3 + 0) 5

Introduction to IT security, security plans, security policies, security models: TCSEC, common criteria, ISE/IEC 27000, CIBIT, ITIL; security risk assessment and management; security solutions; IT services and security; personnel security; ethics in IT security.

SE345 - Software Quality Assurance (3 + 0) 7

Introduction to software quality and assurance; software quality metrics; construction of software quality assurance; configuration management; software validation and verification; reviews, inspection and audits; software process improvement models; software testing strategies and testing techniques; defect reporting and removal; software

CMPE437 - VLSI Design (2 + 2) 5

Basic fabrication sequence of ICs, self aligned silicon gate, NMOS and CMOS technologies; design rules and layout; memories and registers; full custom and semi-custom ICs; standard cells, gate arrays, FPGAs and PLDs. CAD tools for design of ICs; high level design of ICs using VHDL; low power IC design.

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.

CMPE473 - Computer Graphics (2 + 2) 5

Hardware and software components of graphic systems; output and filled data primitives; 2D and 3D geometric transformation; 2D and 3D viewing pipelines; visible-surface detection methods.

CMPE312 - Visual Programming (2 + 2) 5

Review of object-oriented programming, visual programming basics such as value types, operator overloading, exception and event handling; using GUI frameworks; working with files and data access by using XML.

CMPE343 - Database Systems and Programming (2 + 2) 5

Concurrent operations on databases; transaction processing and concurrency control; DB recovery, security and authorization; introduction to DB programming, object-oriented DB concepts.

CMPE376 - Computer Games and Simulation (2 + 2) 5

History of games and current trends in games, the main concepts on game design and development, evaluating commercial games; main game design issues; creating simulations; using artificial intelligence in games; using physics and mathematics in games; main computer graphics concepts used in games; human computer interaction concepts for developing

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

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

ISE314 - Data Warehousing and Mining (3 + 0) 5

Data warehousing fundamentals, planning, design and implementation and administration of data warehouses, data cube computation, OLAP query processing; fundamentals of data mining and relationship with data warehouse and OLAP systems; association rule mining; algorithms for clustering, classification and rule learning.

ISE552 - E-Commerce - A Managerial Perspective (3 + 0) 5

Introduction to e-business and e-commerce, electronic marketplaces; technical aspects and infrastructure of e-commerce; e-commerce business models; current state of the art; marketing online, legal environment in e-commerce, fiscal environment in e-commerce; introduction to enabling technologies and standards; workflow systems for e-commerce; curre

SE421 - Big Data Programming (2 + 2) 5

What is "Big Data"; the dimensions of Big Data; scaling problems; HDFS and the Hadoop ecosystem; the basics of HDFS, MapReduce and Hadoop cluster; writing MapReduce programs to answer questions about data; MapReduce design patterns; basic Spark architecture; common operations; Use Resilient Distributed Datasets (RDD) operations.

SE321 - Object-Oriented Analysis and Design (3 + 0) 7

Fundamentals of object-orientation, object-oriented (OO) modeling using UML, Experimentation in OO analysis: identification of use cases and objects, experimentation in OO design: class hierarchies, implementation in OO programming, design pattern (overview), case study to reinforce the underlying concepts.

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.

CMPE433 - Cloud Computing and Virtualization (3 + 0) 5

Cloud description, types of cloud, services, deployment models, types of virtualization, hardware virtualization, hypervisors, OS virtualization, server virtualization, desktop virtualization, storage virtualization, application virtualization, benefits and costs, security issues.

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.

SE427 - Blockchain and Cryptocurrency Technologies (2 + 2) 5

Introduction.Blockchain Basics.Consensus Algorithms.Cryptography Fundamentals.Blockchain Networks. Blockchain Programming. Blockchain Transactions, Mining, and Wallets. Smart Contracts. Cryptocurrencies. Blockchain Applications. Decentralization. Blockchain Security. Legal Aspects, Finance, and Economy. Future of Blockchain Technologies.

CMPE483 - CO_OP Practice II (3 + 0) 5

Participating in software/hardware development projects in IT companies who have a COOP agreement; analyzing the methods and techniques utilized in the company; working in analysis, design and development of a project; preparing a report and presentation of his/her experiences.

CMPE481 - CO_OP Practice I (3 + 0) 5

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.

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.

ISE434 - Fundamentals of the Internet of Things (3 + 0) 5

Basics of IoT, IoT architecture, technologies and tools for IoT environment, IoT programming, IoT communication technologies, cloud for IoT applications and analysis, IoT data analytics, edge and fog computing, security management in IOT.

SE375 - 3D Modeling, Animation and Game Design (2 + 2) 5

Introduction to modeling bases, an overview of the design of the model, selection of the appropriate modeling technique; transforming the model into simulation and animation; overview of simulation and physics engine; control of model and animation with peripherals; overview of peripherals; interactive project construction with the selection of appropriate peripherals; 3D modeling for 3D printers; artificial organ design with 3D printers; industrial product design with 3D printers;

SE362 - Open Source Software Development (2 + 2) 5

Introduction to open source software (OSS) projects; history of OSS; unit testing and continuous integration; use of GitHub and other hosting providers; packaging and releasing; different licensing models; some examples of successful open source projects.

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.

CMPE430 - Fundamentals of Deep Learning (2 + 2) 5

Artificial intelligence, machine learning, and deep learning, mathematical building blocks of neural networks, binary classification, multiclass classification, regression, deep learning for computer vision.

CMPE363 - Introduction to Machine Learning (2 + 2) 5

Artificial intelligence, machine learning, Supervised and Unsupervised Learning, Binary classification, Multiclass classification, Regression, Clustering, Model Evaluation Metrics and Scoring

MATH490 - Introduction to Optimization (3 + 0) 6

Fundamentals of optimization, representation of linear constraints, linear programming, Simplex method, duality and sensitivity, basics of unconstrained optimization, optimality conditions for constrained problems.

SE463 - Low-code Application Development (3 + 0) 5

Introduction to low-code development. Low-code platform interfaces and properties. Creating applications using a low-code platform. Preparing a web and mobile UI and screen prototype via a low-code platform. Create scheduled jobs. Publishing applications and testing.

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.

ISE413 - Web Application Development with .NET (2 + 2) 5

C# Programming Language, .NET framework, Entity framework, ASP.NET Core MVC, Object-Oriented Programming, Database CRUD operations, NLayered Architecture, SOLID Principles, Dependency Injection and Model View Controller Design Patterns, User authentication and authorization, Session management

CMPE312 - Visual Programming (2 + 0) 5

CMPE376 - Computer Games and Simulation (2 + 0) 5

CMPE434 - Embeded System Design (2 + 0) 5

CMPE437 - VLSI Design (2 + 0) 5

CMPE461 - Applied Neural Computing (2 + 0) 5

CMPE473 - Computer Graphics (2 + 0) 5

Hardware and software components of graphic systems; output and filled data primitives; 2D and 3D geometric transformation; 2D and 3D viewing pipelines; visible-surface detection methods.

ISE314 - Data Warehousing and Mining (3 + 0) 5

EE448 - Pattern Recognition (0 + 0) 5

CMPE343 - Database Systems and Programming (2 + 0) 5

Concurrent operations on databases; transaction processing and concurrency control; DB recovery, security and authorization; introduction to DB programming, object-oriented DB concepts.

IE443 - Occupational Health and Safety (3 + 0) 5

Basic information on occupational health and safety, principles and legislations, occupational health and safety requirements to be applied in the workplace, occupational accidents, risk assessment and occupational audits; a proactive approach to occupational health and safety.

ENE308 - Solar Energy Technology (3 + 1) 5

Introduction to solar energy conversions, fundamentals of solar radiation, methods of solar collection and thermal conversion, solar heating systems, solar thermal power, capturing solar energy through biomass.

ENE312 - Wind Energy Technologies (3 + 1) 5

Wind characteristics, wind energy, wind turbines, design of wind turbines, projecting, planning and economy, wave energy and wave energy conversion systems.

ENE430 - Energy Sytems in Buildings (3 + 0) 5

Building structure, heating, ventilation and air conditioning, the calculation of heat loss and insulation surfaces, water, fuel and electricity consumption in buildings, the national andinternational standards and regulations on energy efficiency in buildings.

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.

MATE460 - Biomaterials (3 + 0) 5

Definition of biomaterial,biocompatibility,host response,synthetic and biological materials,synthetic biomaterial classes,polymers in the body,implant factors,host factors,categories of biomaterial applications,evaluation of biomaterials,historical evaluation of implants,current work in biomaterials, motivation for future directions,current trends.Properties of materials;bulk properties of materials, mechanical properties of materials;comparison of common surface analysis methods;

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.

MFGE405 - Rapid Prototyping (3 + 0) 5

Rapid prototyping technologies, CAD models suitable for automated fabrication, secondary processing, additive manufacturing technologies, stereolithography, fused deposition modeling, laminated object manufacturing, selective laser sintering, direct metal laser sintering, casting processes for rapid prototyping, investment casting, rapid tooling, reverse engineering.

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

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.

SE446 - Introduction to Bioinformatics (3 + 0) 5

DNA and protein sequence alignment, phylogenetic trees, protein structure prediction, motive findin, microarray data analysis, gene/protein networks.

IE322 - Industrial Engineering Practices in Energy Sector (3 + 0) 5

The impact of energy in today?s world; principles of energy planning and utilization; the drives of energy supply and demand; the role of an engineer in energy industries for management, resource planning and utilization; sustainability as a driving force for energy planning; common concepts in energy management; a paradigm of decision making: conventional versus new energy resources including nuclear and renewable energy; economical evaluation of energy investments,

ME488 - Production Design and Prototyping (1 + 4) 5

Introduction to basic mechanical concepts,mechanical behavior of basic structural elements;introduction to basic materials science and basic manufacturing methods,introduction to mechanical and physical properties of materials;introduction to basic manufacturing processes and casting and material forming; basic design factors(line,figure,color,material,texture,design field,form,value in lighting), ergonomics/anthropometry;meaning in design;design project development by drawing and prototyping.

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

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

MATE458 - Materials for Catalysis and Fuel Cells (3 + 0) 5

Fundamentals of catalysis and catalytic reactors; catalyst synthesis methods; properties of catalytic materials and basics characterization methods; catalyst structure activity relationship fundamentals of electro-catalysis, photo catalysis, different types of fuel cells, and materials used for these applications; existing technology applications; future trends and emerging technologies

MECE422 - Multidisciplinary Engineering Design (2 + 2) 5

Design process and methodology; identification of engineering disciplines, features and importance of multidisciplinary engineering design; systems engineering; need identification and assessment, problem definition; creativity and idea generation; methods and tools of functional/physical/task decomposition; design representation techniques, conceptual modeling of energy, information and material flow in technical systems; idea selection, decision schemes; product architecture

IE446 - Innovative Products Services and Systems (3 + 0) 5

Innovation, innovative products, services and systems; innovative organizations, products, services and systems or any topic involving design, development and innovation.

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.

IE445 - Technology Management (3 + 0) 5

The topics covered a) identifying the strategic issues in technology management (TM); b) identifying the issues in organizing TM functions and related human element ; c) identifying the issues in TM-Activities and Tools d) being able to identify, formulate and solve TM problems.

IE447 - Technology Entrepreneurship (3 + 0) 5

Technology Entrepreneurship course aims to enable students to learn variety of basic areas and concepts of entrepreneurship including idea generation, business plan creation, venture financing sources, marketing and go to market strategies and to apply the concepts learned through real life cases and a term project.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

RUS301 - Russian III (3 + 0) 4

SPAN301 - Spanish III (3 + 0) 4