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.

HIST111 - Principles of Atatürk and History of Turkish Revolution I (in English) (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.

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.

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.

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

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.

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.

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

HIST112 - Principles of Atatürk and History of Turkish Revolution II (in English) (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.

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.

HIST221 - History of Civilization (3 + 0) 3

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

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, portfolio keeping, presentation and use of technology.

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.

ISE102 - Introduction to Management Information Systems (3 + 0) 3.5

Principles and concept in business information systems: resource management, customer relationship, supply chain management, legal and professional issues; strategic impact of information systems; project management issues: project selection, scheduling, control and evaluation.

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.

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.

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

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.

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.

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.

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.

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.

SE212 - Human-Computer Interaction (3 + 0) 8

Basic principles of user interfaces, human capabilities and limitations; usability paradigms and principles, user and task analysis, design process, prototyping and evaluation, color and typography, new user interface technologies.

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.

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

ISE399 - Summer Pratice I (0 + 0) 6

A minimum of four weeks of training in the industry involving the observation of the hardware and software components of a computer system in use.

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

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.

ENG301 - English for Occupational Purposes I (3 + 0) 3

Job-related communication skills;the functions such as describing relationships at work,discussing performance reviews and giving feedback,discussing plans and arrangements,using social media for professional communication,discussing on recruitment tests and job interviews,presenting a service or product,writing reviews on websites

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

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).

SE328 - Algorithms and Optimization Methods (3 + 0) 5

Design and analysis of algorithms; mathematical complexity of algorithms; master theorem; decrease-and-conquer; divide-and-conquer; transform-and-conquer; introduction to some optimization techniques; dynamic programming; greedy technique; iterative improvement; coping with limitations of algorithm power.

CMPE338 - Computer Networks and Operating Systems (3 + 2) 6

Basic concepts of computer networking, UDP and TCP services, reliability in data communication, network layer addressing, segment, datagram, frame structures, processes, scheduling algorithms, deadlock detection algorithms, semaphores, basic virtual memory structure and page replacement algorithms.

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.

ENG302 - English for Occupational Purposes II (3 + 0) 3

More detailed job-related communication skills;describing and organising meetings,developing communicational styles in various cultural settings,handling mistakes and apologizing,getting familiar with marketing styles and advertising,deciding how to adapt and market a product in different countries,

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.

ISE499 - 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.

ISE493 - Project Orientation (2 + 0) 5

Computing and IS projects, research, project planning and risk management, national and international standards, team working, literature survey, conducting project, project presentation, lifelong learning, ethics, legal issues, innovation and entrepreneurship.

TURK402 - Turkish Language II (2 + 0) 2

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

ISE494 - Senior Project (4 + 0) 9

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

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.

IE320 - Business Process Reengineering (3 + 0) 5

Identifying, mapping, measuring, objectively analyzing and improving business processes and practices within enterprise and across enterprise boundaries with customers, suppliers and business partners; best practices, supporting techniques and practical knowledge gleaned from the experience of numerous real-world projects.

General Elective

IE411 - Work Study and Design (3 + 0) 5

Introduction to work study, concepts of affectivity and efficiency, meanings of method study and work measurement and how they are related, methodology for a work study project, measurement, observation and recording tools and techniques, integration with concepts of waste elimination, work simplification, lean production, cost and creation of perf

General Elective

IE415 - Industrial Economics (3 + 0) 5

Competitive markets, real world institutions, and the internal organization of firms; price discrimination; vertical control; oligopoly theory; product differentiation under oligopoly; entry, entry deterrence and predation; new empirical industrial organization; non-cooperative game theory.

General Elective

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.

General Elective

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.

General Elective

IE419 - Service Systems (3 + 0) 5

Techniques and applications of control concepts in the design of service systems with efficiency and customer satisfaction, service strategy and competitiveness, major concerns in the establishment of a service system, tools and techniques for managing service operations.

General Elective

IE421 - E-Commerce and ERP (3 + 0) 5

Introduction to the business concept and content of the new economy; basic concepts and foundations of e-commerce; developing issues in enterprise resource planning (ERP) and supply chain management (SCM); e-commerce within the business to business (B2B) and business to consumer (B2C) context and discussions regarding the implementation of these sy

General Elective

IE422 - Customer Relationship Management (3 + 0) 5

Making sense of customer relationship management (CRM), the CRM value chain, information technology for CRM, customer portfolio analysis, customer intimacy, creating and managing networks, creating value for customers, managing the customer lifecycle: customer acquisition, customer retention and development, organizing for CRM.

General Elective

IE423 - Managemet and Organization (3 + 0) 5

Management process; planning, organizing, controlling, leading; basic challenges of organizational design; designing organizational structure; organizational change.

General Elective

IE425 - Analysis of Investment Projects (3 + 0) 5

The analysis of the current situation; problem definition; case study; forecasting the demand, development of alternatives for the project, estimation of the project investment cost and the operating cost, calculation of the working capital, comparison of project alternatives, sensitivities of the project, formulation of a strategic plan and perfor

General Elective

IE427 - Strategic Management (3 + 0) 5

Overview of strategic management, types of strategies, strategy formulation (business mission statement, external assessment, internal assessment, strategy analysis and choice), strategy implementation, strategy evaluation, balanced scorecard.

General Elective

IE429 - Reliability (3 + 0) 5

The concepts and tools of system reliability, the methods for evaluating reliability of systems, and some reliability optimization problems.

General Elective

IE444 - Decision Support Systems (3 + 0) 5

Decision support systems and business intelligence, decision making, systems, modeling and support, decision support systems concepts, methodologies and technologies, modeling and analysis, data warehousing, business analytics and data visualization, data, text and web-mining, business performance management, decision support system applications

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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, adverserial search, logical agents, knowledge engineering, expert systems, communication, AI applications.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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

General Elective

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.

General Elective

SE461 - Software Patterns (3 + 0) 5

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

General Elective

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

General Elective

SE470 - Agile Methods in Software Development (2 + 0) 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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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.

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

ISE481 - CO_OP Practice I (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.

ISE483 - 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.

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.

General Elective

IE428 - Introduction to Systems Engineering (3 + 0) 5

History of technology, determining the real design problem, generating innovative alternatives, and selecting an effective solution; systematic thinking and systematic approach; models and strategies for purposeful activities; decision making in design.

General Elective

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;

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

SE457 - Secure Software Development (3 + 0) 5

Security Basics. Secure Software Development. DevSecOps. Risk management. Threat modeling. Security of Data, Communication and Application. Security Controls. API Security. Security Scenarios. Secure Coding Practices. OWASP Top 10. Mitre Atta@ck. Security Assessment and Testing. Security Frameworks and Guidelines

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

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;

General Elective

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.

General Elective

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.

General Elective

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

General Elective

MFGE481 - Nanofabrication (3 + 0) 5

Fabrication of metallic nanomaterials, manufacturing of carbon based nanostructures, nanostructured systems from low-dimensional building blocks, characterization techniques and manufacturing methods, proximity effect.

General Elective

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.

General Elective

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,

General Elective

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.

General Elective

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

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

General Elective

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

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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).

General Elective

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

General Elective

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.

General Elective

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

General Elective

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.

General Elective

ART268 - Theatrical Entrepreneurial Skills (3 + 0) 4

Developing entrepreneurial skills through the art of theater.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

HUM201 - Social Responsibility Project (3 + 0) 4

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

ART223 - Performing Jazz (3 + 0) 4

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

ART292 - Sign Language (3 + 0) 4

Developing the ability to communicate daily with hearing disabilities.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

General Elective

ART202 - Cartoon (3 + 0) 4

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

General Elective

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.

General Elective

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

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

General Elective

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.

General Elective

ART294 - Stage Makeup (3 + 0) 4

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

General Elective

ART293 - Architectural Photography (3 + 0) 4

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

General Elective

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.

General Elective

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.

General Elective

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

General Elective

HUM203 - Popular Science (3 + 0) 4

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

General Elective

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.

General Elective

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.

General Elective

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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

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

General Elective

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.

General Elective

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

General Elective

ART267 - Theatre (3 + 0) 4

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

General Elective

IR423 - Energy Politics (3 + 0) 5

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

General Elective

ART282 - Voice Training, Solfage, Correpetition (3 + 3) 4

Correct usage techniques of breathing, diaphragm and voice, professional singing education, excercises of developing musical ear, theoretical knowledge of musical note and rhythm, dictation (be able to writing down on paper in the form of notes and rhythm the heared sound or music), excercises of developing musical ear, working accompanied with

General Elective

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.

General Elective

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

General Elective

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

General Elective

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

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

General Elective

RUS401 - Russian V (3 + 0) 4

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

General Elective

SPAN401 - Spanish V (3 + 0) 4

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

General Elective

RUS402 - Russian VI (3 + 0) 4

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

General Elective

SPAN402 - Spanish VI (3 + 0) 4

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

General Elective

ART287 - Couple Dances (3 + 0) 4

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

General Elective

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.

General Elective

ISE487 - CO_OP Practice IV (3 + 0) 4

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.

ISE485 - CO_OP Practice III (3 + 0) 4

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.

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.

General Elective

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.

General Elective

ART295 - Classical Turkish Music (3 + 0) 4

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

General Elective

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.

General Elective

ART289 - Art of Mosaic (3 + 0) 4

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

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

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.

General Elective

MAN214 - Quantitative Analysis (3 + 0) 5

Quantitative approaches to decision making; prior, posterior, pre posterior analysis; linear programming, transportation, assignment, network analysis, inventory models, queing models, Markov chains.

General Elective

MAN206 - Organizational Behavior (3 + 0) 6

Organizational behavior in historical and global context, individuals in organizations, personality, motivation, groups, communication, leadership, conflict, organizational system, organizational structure, technology and job design, socio-technic system, organizational culture, organizational change and development.

General Elective

MAN303 - Financial Management I (3 + 0) 6

The cash flow, ratio analysis, the time value of money, stock and bond valuation, capital budgeting, project analysis, operating leverage.

General Elective

MAN401 - Managerial Accounting (3 + 0) 7

Theory and technique of cost determination under the job casting and process costing methods of cost finding, budgeting, cost-volume-profit analysis, analysis of financial statements, cost allocations, basics of accounting concepts.

General Elective

MAN424 - Financial Statement Analysis (3 + 0) 6

The methods to filter the meanings of the numbers reported in financial statements; basic financial statements: balance sheet and income statement, cash flow statement, statement of changes in stockholders? equity, vertical analysis, trend analysis and ratio analysis.

General Elective

MAN111 - Introduction to Business (3 + 0) 6.5

Fundamentals of business, global business, small business, forms of business, functions of business namely, management and organization, and information technology.

General Elective

MAN112 - Introduction to Management (3 + 0) 6

Organization, teamwork, technology and information management, production, operations management, human resources, marketing, accounting and finance.

General Elective

MAN213 - Organization Theory (3 + 0) 5

Fundamental concepts of organization structure and design; the evolution of organization theory, organizational effectiveness, organizational structure and environment.

General Elective

MAN317 - Human Resources Management (3 + 0) 5

Strategic human resource management, certain ethical, legal and social considerations, staffing, human resource development, compensation and benefits, safety and health, employee and labor relations.

General Elective

MAN440 - Dijital Pazarlama (3 + 0) 5

The aspects of Internet, social media and mobile marketing that are most relevant to the marketing mix for 'Business to Business' (B2B), 'Business to Consumer' (B2C) and 'Not-for-Profit' marketing, communications and PR.

General Elective

MAN444 - Project Management (3 + 0) 6

The principles and methods employed in the making of a project; budgeting, PERT CPM techniques, Gannt charts, crises handling, assembling a plan for a project, result reporting.

General Elective

MAN448 - Marketing Research (3 + 0) 7

Definition and function of marketing research, marketing research process, identification of research problem and hypothesis proposal, data types and sources, identification of research models, exploratory research, descriptive research, causal research, sampling, measurement and scales, questionnaire design, descriptive data analysis, hypothesis

General Elective

ECON102 - Introduction to Economics II (3 + 0) 5

Aggregate demand, aggregate supply, unemployment, inflation, aggregate expenditure, aggregate income models, fiscal policy, money demand, money supply, monetary policy, multiplier.

General Elective

ECON101 - Introduction to Economics I (3 + 0) 5

Introduction to demand, supply and market price formation; household behaviour; elasticity; production process; profit maximizing firm behavior; different market types such as monopoly, perfect competition, oligopoly.

General Elective

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

General Elective