• Eğitimin Ötesinde, Yaşamın İçinde | Toros Üniversitesi
TR EN
TR EN

DERS İÇERİKLERİ

ANASAYFA   |   EĞİTİM   |   DERS İÇERİKLERİ

DERS İÇERİKLERİ

  1. Semester ► Compulsory: 7 Courses, 22 Credit, 30 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50601001 TUR101 TURKISH LANGUAGE I C 2 0 2 2
CONTENT What is language? The significance of the nation as a social institution. Turkish language among world languages and the history and phases of Turkish language. Turkish sounds and classification of audio features and sound knowledge of Turkish language and related rules. Turkish affixes and their applications, general information about the composition and application of a composition. Petition and resume writing. Spelling and punctuation.
50601002 HIS101 ATATURK'S PRINCIPLES AND REVOLUTION HISTORY I C 2 0 2 2
CONTENT The aim of Atatürk Principles and History in general the modern Turkey's emergence and development can be said as to teach. Objectives of this course can be grouped under the following headings: Turkish Youth; 1) The Turkish Independence War and Atatürk Principles and History, Ataturk, the thoughts and opinions with the Republic of Turkey's close to accurate information about the history. 2) The Republic of Turkey 'What, Atatürk's principles' and to' fame thoughts and ideas to give accurate information about the internal and external dangers and threats. 3) Turkish youth the country, nation and state and the indivisible integrity of Atatürk Principles and Revolution and Atatürk's ideas and ideals through the opinions in line with national objectives and combine. 4) Turkish youth, Ataturk, the thoughts, opinions and principles and to strengthen the train.
50601003 FLE101 ENGLISH I C 3 0 3 4
CONTENT This course aims to empower students with language and life skills which they need to carry out their career goals. To this end the courses provide the students with background in major concepts and ample opportunities for students to build awareness and practice the language in real-life scenarios. The courses will provide opportunities to practice language students need for work in their profession.
50601004 PHY101 PHYSICS I C 3 2 4 6
CONTENT The topics covered in this course include:
• quantitative approach, measurements, quantities, and units;
• vectors and manipulations with vectors;
• kinematics of mechanical motion and simplest motions;
• dynamics of mechanical motion, Newton’s laws, forces, momentum, solving motion using forces;
• rotational motion, torque and angular momentum, rotational and rolling motion of solid bodies;
• conservation of energy, linear, and angular momentum, significance and application of conservation laws in physics;
• simple harmonic oscillations, forced oscillations and resonance, simple wave motion, basic properties of waves.
50601005 MAT101 MATHEMATICS I C 4 0 4 6
CONTENT After this course, students will learn limit, derivative and integral which are the fundamental subjects of engineering mathematics. The topics covered in this course include functions, graphs of functions, limit calculation, evaluate derivatives, indefinite integration.In particular the student should be able to - study real functions - calculate derivatives
and integrals - approximate a function by polynomial series expansion
50601006 SWE101 INTRODUCTION TO PROGRAMMING I C 3 2 4 5
CONTENT Introduction to Programming Languages and C Programming Language, Sequential Structures ( A simple sequential program, character set, built-in C data types, variable declarations, constants, arithmetic operators), Expressions and Statements ( Evaluation of an expression, precedence and associativity rules, parantheses rule, assignment statements, increment and decrement operators, compound assignment operators, nested assignments, basic input/output library functions, type conversions, simple macros),Selective Structure (Logical operators, relational operators, conditional expression operator, conditional statements, nested conditional statements, dangling else problem, multiway conditional statements, switch statements), Repetitive structure (Pre-test loop structure, post-test loop structure, while statements,  do-while loops, for loops, infinite loops, nested loops, loop interruption, null statement, comma operator), Function definition, local variable declarations, return statement, function call, call by value/reference conceptes, Function prototypes, external variables, storage classes, automatic/static variables, recursion, Basics, array declaration, accessing array elements, initialization, passing arrays as function arguments, Basics of pointers, pointer type declaration, pointer assignment and initialization, Functions and pointers, call by reference, arrays vs pointers, strings and pointers, string library functions, multi-dimensional arrays and pointers, pointer arrays, command-line aguments, dynamic memory management, Stucture definition, structure variable declarations, accessing members, structure assignments, nested structures, pointers to structures, structures and functions, Arrays of structures, Bitwise operators, precedence and associativity rules, left/right shift operators, bit fields, Pre-processors and File Operations.
50601007 SWE103 INTRODUCTION TO SOFTWARE ENGINEERING C 3 2 3 5
CONTENT 1. Software Development Lifecycle
2. Agile Software Development Lifecycle
3. Requirements Engineering
4. Use-case Scenarios
5. UML Use-Case and Activity Diagrams
6. Software Testing
7. Software Quality
8. Software Maintenance and re-use
9. Software Configuration Management
10. Software Project Management
11. Software Metrics and Measurement
12. Software Effort Estimation
13. Software Risk Management
14. Software Process Improvement
               
  2. Semester ► Compulsory: 7 Courses, 20 Credit, 30 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National
Credit		 ECTS
Credit
50602001 TUR102 TURKISH LANGUAGE II C 2 0 2 2
CONTENT Punctuation and Composition (Punctuation Marks, Other Marks) marks of abbreviations, Spelling Rules (The spelling of capital letters, The writing of quotations. numbers, The Composition the purpose of composition, method in composition writing, planning, introduction, development and result in composition, the features of telling (purity in telling, simplicity in telling, clarity and sincerity in telling mistakes in telling ( the use of synonymous words in the sentence). The use of synonymous words in the sentence, The misuse of phrases, Explanation, story, description, criticism, portray, speaking, proving. The kinds of verbal telling (daily and unprepared speaking- prepared speaking, debate, panel) The kinds of written telling (letter, telegraph, celebration, invitation, literary letter Job letters, formal letter, petition, report, decision, announcement, advertisement). Talking, criticism, memoir, travel, writing, interview, survey Autobiography biography novel- story, fable- theater tragedy, drama- scenario, poetry and its kinds.
50602002 HIS102 ATATURK'S PRINCIPLES AND
REVOLUTION HISTORY II		 C 2 0 2 2
CONTENT The aim of this course is to provide the students who are bound to the Atatürk's principles, love pf nation and homeland love with the knowledge of reaching the level of modern democracy by developing the consciousness of democracy.
Giving the Turkish youth the attitudes, behaviors and skills that will present the solutions of the present and the future with the Atatürkist approach.
50602003 FLE102 ENGLISH II C 3 0 3 4
CONTENT This course is a 3 hour course aims to empower students with language and life skills which they need to carry out their career goals. To this end the courses provide the students with background in major concepts and ample opportunities for students to build awareness and practice the language in real-life scenarios. The courses will provide opportunities to practice language students need for work in their profession.
50602004 PHY102 PHYSICS II C 3 2 4 6
CONTENT The topics covered in this course include: • electric charge, electric fields, Gauss’ law, electric potential; • electric properties of materials, conductors and dielectrics; • electric current, resistance, Ohm’s law; • simple DC electric circuits, Kirchhoff’s laws; • AC circuits, phasors, phasor diagrams for AC circuits; • magnetic fields and force, Biot-Savart law, Amper’s law; • magnetic induction, Faraday’s law; • Maxwell’s equations, electro-magnetic waves; • basics of wave optics; • introduction to special relativity.
50602005 MAT102 MATHEMATICS II C 4 0 4 6
CONTENT Sequences and infinite series. Power series. Taylor series. Vectors and analytic geometry in 3-space. Functions of several variables: limits, continuity, partial derivatives. Chain rule. Directional derivatives. Tangent planes and linear approximations. Extreme values. Lagrange multipliers. Double integrals. Double integrals in polar coordinates. General change of variables in double integrals. Surface parametrization and surface area in double integrals. Triple integrals in Cartesian, cylindrical and spherical coordinates. Parametrization of space curves. Line integrals. Path independence. Green s theorem in the plane.
50602006 SWE102 INTRODUCTION TO PROGRAMMING II C 4 0 4 5
CONTENT The course focuses on advanced object‑oriented programming techniques using C#. Key topics include designing structures and classes, writing methods, constructors/destructors, encapsulation, inheritance, polymorphism, operator overloading, exception handling, dynamic memory management, reference types, and multithreading using tasks.
Hands‑on content also covers database connectivity with MSSQL, file I/O, GUI form development, use of third‑party libraries (e.g. HtmlAgilityPack) for building a web crawler, as well as working with XML/JSON data serialization. Students gain proficiency in threading, interfaces and inheritance, parameterized queries to prevent SQL injection, and advanced program structure. Assessment centers on a final project, which accounts for 100% of the grade. The course is delivered face‑to‑face in English, with a weekly workload of three theoretical and two practical hours, totaling 120 hours including study and exercises
50602007 SWE104 INTRODUCTION TO PROGRAMMING II LAB C 0 4 1 5
CONTENT This course is the application of the theoretical knowledge given in the SWE102 Introduction to Programming II.
               
  3. Semester ► Compulsory: 8 Courses, 21 Credit, 30 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
  MAT201 LINEAR ALGEBRA C 3 0 3 4
CONTENT Matrices, matrix algebra determinants. Linear equation systems. Vector spaces, subspaces, orthogonal spaces. Charactersitic equation of matrix, eigenvalues, eigenvectors. Cayley-Hamilton Theorem.
502030010 MAT205 DISCRETE MATHEMATICS C 3 0 3 3
CONTENT Introduction to Discrete Mathemtaics, set theory, Mathematical Proof techniques, Logical methods, Boolean Algebra and functions, Algorithms
50603003 SWE201 OBJECT-ORIENTED PROGRAMMING C 3 0 3 5
CONTENT Object oriented programming concepts, Using IDE with object-oriented programming language, variable definition, value assignment, classes, objects, methods, using library methods and classes, writing to file, reading from file, data types such as integer and string, data structures such as array and list , object life, inheritance, exceptions and error management, scope, namespace and adding DLL's as a reference will be taught in this course.
50603004 SWE203 OBJECT-ORIENTED PROGRAMMING LAB C 0 3 1 4
CONTENT This course is the application of the theoretical knowledge given in the SWE201 Object-Oriented Programming Lab II.
50603006 SWE205 DATABASE SYSTEMS I C 3 0 3 4
CONTENT Conceptual Design with ER/UML Modelling; Relational Model; Relational Algebra; SQL; DB Integrity Programming Techniques (Assertions, Triggers); DB-driven Programming Languages (Stored Procedures, Embedded SQL, JDBC); Semi-structured Modelling; XML; XML Programming Languages (XPath, XQuery)
50603007 SWE207 WEB PROGRAMMING I C 3 0 3 3
CONTENT This course provides an introduction to web programming by way of the essential language and runtime environment that powers modern web interfaces. This is an entry-level programming course, and no prior programming experience is assumed. The course will consist of four units. Each unit will focus on a particular aspect of programming: 1.
Programming fundamentals 2. The Javascript language 3. Javascript and the behavior of Web pages 4. Javascript libraries and advanced applications
50603008 ISG201 OCCUPATIONAL HEALTH AND SAFETY I C 2 0 2 2
CONTENT Work accidents, occupational illnesses law and social rules, personal protecting tools, ergonomy, fire and protection rules from fire and first aid.
  MAT203 PROBABILITY AND RANDOM VARIABLES C 3 0 3 4
CONTENT Combinatorial analysis. Permutations and combinations. Axioms of probability. Sample space and events. Equally likely outcomes. Conditional probability. Bayes formula. Independent events and trials. Discrete random variables. Probability mass functions. Expected value, variance. Bernoulli, binomial, Poisson, geometric, negative binomial random variables. Continuous random variables, density functions. Expected value and variance. Uniform, normal, exponential, Gamma random variables. Independent random variables and the distribution of their sums. Conditional expectations and
distributions (discrete case). Law of large numbers. Central limit theorem.
               
  4. Semester ► Compulsory:  6 Courses, 17 Credit, 22 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50604001 SWE202 DATA STRUCTURES AND ALGORITHMS C 2 2 3 4
CONTENT 1.Fundamentals of Algorithmic Problem Solving
2. Fundamentals of the Analysis of Algorithm Efficiency
3. Lists and Linked Lists
4. Queues and Stacks
5. Tree Structures
6. Binary Trees
7. Huffman Tree
8. Search Algorithms, String Search Algorithms
9. Sorting Algorithms 1
10. Sorting Algorithms 2
11. Divide and Conquer Algorithms 1
12. Divide and Conquer Algorithms 2
13. Graph Algorithms (Shortest Path, Critical Path)
14. Graph Algorithms ( Minimum Spanning Tree, Maximum Flow)
15. Recurrence Relations
50604002 SWE204 ANALYSIS OF ALGORITHMS C 3 0 3 4
CONTENT 1) Definition and properties of Algorithms.
2) Design, analysis, and representation of Algorithms.
3) Data abstraction.
4) Pseudo code conventions.
5) Models of computation.
6) Mathematical Foundations: Growth of functions, asymptotic notations.
7) Study of recursive algorithms and associated recurrence relations (substitution method, iteration method, master method, recursion trees).
8) Design paradigms for algorithms: Brute-Force (Exhaustive Search), Divide-and-Conquer (Merge Sort, Binary Search Tree) 9) Dynamic Programming (Matrix-Chain multiplication, LCS-length, 01-Knapsack Problem).
10) Greedy algorithms (Greedy Activity Selector, Fractional Knapsack Problem).
11) Graph Algorithms: Representation of sets and graphs.
12) Breadth-first search, depth-first search.
  MAT202 DIFFERENTIAL EQUATIONS C 3 0 3 5
CONTENT First order equations and various applications. Higher order linear differential equations. Power series solutions. The Laplace transform. Solutions of initial value problems. Systems of linear differential equations. Introduction to partial differential equations.
50604004 ISG202 OCCUPATIONAL HEALTH AND SAFETY
II		 C 2 0 2 2
  Occupational accidents, occupational diseases law and social rules, personal protection equipment, ergonomics, fire and protection rules, fire and first aid
               
  4. Semester ► Elective: Minimum 4 course
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National
Credit		 ECTS
Credit
50604007 SWE206 WEB PROGRAMMING II E 3 0 3 4
CONTENT This course enables students to build dynamic database driven web sites using the PHP programming language. The course is explicitly meant for students with limited or no programming experience and discusses basic programming building blocks needed to create interactive, dynamic websites. We do not address in depth discussions of for instance object oriented programming. PHP is an open source based programming language widely used on the Internet for both commercial and non-commercial websites such as facebook. This course gives an introduction in programming with PHP in combination with some simple database techniques in order to be able to understand the working of dynamic websites.
50604008 SWE208 PYTHON PROGRAMMING LANGUAGE E 3 0 3 4
CONTENT Preparing and installing the necessary environments or programs to use the Python programming language, understanding the Python language and object-oriented programming concept to developing applications, coding and analysis implementations, working using important python libraries, file reading and writing operations, teaching parameter and argument definitions, conditional expressions and loops.
50604009 SWE210 DIGITAL MARKETING, SOCIAL MEDIA AND E-COMMERCE E 3 0 3 4
CONTENT 1) Overall Introduction to Course, Online-Offline Overview
2) New Business Models of the Digital Economy: Principles and Examples
3) Introduction to GRAVITY (Geography, Resistance, Adjacency, Vicinity, Isolation, Topography, You)
4) Frictions and Commerce
5) Variety and the Digital Economy
6) Online-Offline Interaction and the Omni Channel World
7) Reputation and Reviews, Networks
8) Introduction to Digital Marketing Assets
9) Digital Marketing Tools and Tactics: A Taxonomy
10) Online Advertising: Approaches and Principles
11) Earned and Integrated Media, Mobile Engagement
12) Network Effects
13) Social Advertising and Social Targeting
14) Viral Product Features and Viral Content
15) Organic Celebrity, Persuasion, and Sentiment
16) Online Community and Models of Influence
50604010 SWE212 PROGRAMMING LANGUAGES CONCEPTS E 2 2 3 4
CONTENT History of Programming Languages; design principles; syntax and semantics; implementation; compilation; interpretation; Evaluation of major programming languages: binding, scope, type casting, data abstraction, parameter passing,  exception handling, I/O, etc.; Programming paradigms; procedural, object oriented, functional, logical. Requires extensive programming.
50604012 SWE216 INFORMATICS ETHICS AND SECURITY E 3 0 3 4
CONTENT The concept of ethics, its professional relationship and professionalism; computer security and its historical development; the nature of ethical principles; digital citizenship and the ethical responsibilities of the information age individual; ethical issues in the use of information resources; accuracy of information; access to information; privacy; data protection; intellectual property, copyrights, patents, and license agreements; information law; cybercrimes; social impacts of cybercrimes; basic concepts related to cyberspace and cybersecurity; cyber actors and attack methods; cyber defense methods; security in mobile and social media environments; network security; personal and corporate data security management; information legislation and law.
50604011 SWE214 COMPUTER - USER INTERFACES E 2 2 3 4
CONTENT Computer-human interface designs: principles, types, models; human factors: ergonomics, physiological issues, cognitive processing, task analysis, hardware; evaluations: usability, surveys, ethnographic; practical examples; data visualization.
               
  5. Semester ► Compulsory: 2 Courses, 6 Credit, 10 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National
Credit		 ECTS
Credit
50605001 SWE301 SOFTWARE ENGINEERING C 2 2 3 6
CONTENT Introduction to Software Engineering, Software Development Processes, Analysis of software requirements, Software Design, Interface Design, Software Implementation, Project Management, Software Quality and Standards, Software Testing, Software Maintenance UML Diagrams, Applications of UML Diagrams, Sample Applications.
50605002 SWE303 OPERATING SYSTEMS C 3 0 3 4
CONTENT Basic architecture of operating systems, hardware and software requirements and application areas of operating systems
               
  5. Semester ► Elective: Limited to 5 to 7 lessons
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National
Credit		 ECTS
Credit
50605011 SWE305 C# PROGRAMMING LANGUAGE E 2 2 3 4
CONTENT This course covers software development in the .Net framework and the C# programming language. C# is a new object oriented language that makes full use of this framework and has all the important features that a modern language should have. The topics include the philosophy of the .Net framework and .Net class library, object-oriented programming, event handling, graphical user interfaces and Controls, graphics and medias, multithreading, exception handling, strings and characters, files and database futures.
50605004 SWE307 COMPUTER ORGANIZATION E 3 0 3 4
CONTENT Structured Computer Organization. Layered structures. Computer Systems Organization: Processors, memory, secondary memory, input / output. Numerical Logic Level. Micromimari level. Command Set Level. Operating Systems Level. Combining Language Level. Layered structure of Pentium IV, SPARC III and 8051 processors.
50605005 SWE309 MATLAB PROGRAMMING E 2 3 3 4
CONTENT Introduction to Matlab, conditions, loops, nested loops, functions, probabilities and averages, vectors, plots, arrays-matrices, images, characters and strings, cell arrays, numeric/text procedures, file procedures, sorting and searching, recursion
50605006 SWE311 INTRODUCTION TO IMAGE
PROCESSING		 E 3 0 3 4
CONTENT At the end of the course the student will be able to: - describe the basic issues and the principal applications of image processing; - demonstrate a good understanding of the current state-of-the-art image processing methods; - identify, demonstrate and apply his/her knowledge by analyzing image processing problems and recognizing and employing (or proposing) effective solutions; - design and create practical solutions to a range of common image processing problems. The student will also get the basic knowledge on the main algorithms for: - filtering in the spatial and frequency domain; - image segmentation; - object detection and recognition.
50605007 SWE313 ARDUINO PROGRAMMING E 2 2 3 4
CONTENT Introduction of Arduino environment, introduction to programming and circuit design, circuit elements, variables, conditional expressions, basic programming information such as loops, practical courses (lighing up a led, push button operation, engine start), serial port display and pin applications
50605010 FLE301 ENGLISH V E 3 0 3 4
CONTENT This course is a 3 hour course aims to empower students with language and life skills which they need to carry out their career goals. To this end the courses provide the students with background in major concepts and ample opportunities for students to build awareness and practice the language in real-life scenarios. The courses will provide opportunities to practice language students need for work in their profession.
50605009 SWE317 ARTIFICIAL INTELLIGENCE E 3 0 3 4
CONTENT
1) Introduction to artificial intelligence, reasons for the use of artificial intelligence algorithms, what is expert software
2) What are attributes, how to represent the information system, how to reduce attributes, what are the types of learning
3) What is concept learning, candidate elimination algorithm
4) Concept learning algorithm applications
5) Edge extraction, differential approaches, filtering
6) Problem solving with decision trees, learning
7) Fuzzy logic theory, compare with classical logic
8) Fuzzy system design and implementation
9) What is reinforcement learning, Q learning algorithm and its application
10) What is data mining, association rules, Apriori algorithm
11) Data mining algorithms applications
12) Artificial neural networks, backpropogation algorithms
13) Artificial neural network learning applications
14) Solution space and heuristic search algorithms
 
  6. Semester ► Compulsory: 3 Courses, 6 Credit, 16 ECTS
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50606001 SWE302 SOFTWARE DEVELOPMENT AND PROJECT MANAGEMENT C 3 0 3 5
CONTENT This course covers software development process, requirements elicitation and analysis, specification, design, implementation, testing and evolution. A variety of concepts, techniques and tools are presented for software process, software requirements, project management, people management, system models, architectural design, implementation, verification, validation and software evolution. The team of students will develop a real-life project to practice topics they
learned in this course.
               
50606010 SWE304 DATA MINING C 3 0 3 5
CONTENT Data Mining Concepts, Preparing the Data, Statistical Classification Method (Naïve Bayes), Clustering Methods(K-Means,Hierarchical), Decision Trees and Decision Rules, Association Rules
50606013 SUMMER INTERNSHIP C 0 0 0 6
CONTENT Enterprise's infrastructure, Operating systems, Network structure. Enterprise resource planning. Softwares used in enterprise / MS Office applications / Organizational structure of IT department
               
  6. Semester ► Elective
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National
Credit		 ECTS
Credit
50506006 SWE316 ADVANCED DATABASES E 3 0 3 5
CONTENT Components of database systems, database management systems and architectures, object oriented and relational data models, functional dependencies and key types, relational schemas and algebra, basics of SQL language and types of relational queries, file structures, distributed data processing and storage, measures to be taken against errors, database backup methods
50506015 SWE334 VIRTUALIZATION TECHNOLOGIES E 3 0 3 5
CONTENT The Virtualization Technologies course is designed to get students up to speed on one of the most important aspects of today's IT environment. This course covers the fundamental concepts, components, infrastructure, as well as security   and privacy considerations for virtualization systems. Through lectures, discussions, demonstrations, and labs, students learn the skills and knowledge necessary to install, configure and manage virtual environments. Students will learn how   to effectively plan, implement and manage Cloud Computing in virtual data centers and complete introductory coursework in Virtualization software. Topics will include creating virtualized switches and storage, creating and managing virtual machines, establishing access controls, and performing resource monitoring.
50606002 SWE318 JAVA PROGRAMMING LANGUAGE E 2 2 3 4
CONTENT Students will understand object-oriented programming with Java and learn how to write increasingly sophisticated Java programs including the use of database interfaces, Java class library routines and error and exception checking. This is an indispensable class for anyone who wants to get started fast in Java programming.
50606007 SWE314 IMAGE PROCESSING E 3 0 3 4
CONTENT Digital Image Fundamentals, Spatial Domain Processing, Frekans Domain Processing, Image Restoration, Image Segmentation, Wavelets, Image Compression
50606003 SWE306 INTRODUCTION TO BIOMETRICS E 3 0 3 4
CONTENT Introduction of biometric systems, identification of biometric and physiological based individual characteristics, information confidentiality, applications of biometric systems, basics of pattern recognition, hand geometry recognition, face recognition, eye recognition, voice recognition, digital signature
  SWE326 CYBER SECURITY E 3 0 3 4
CONTENT Data Mining Concepts, Preparing the Data, Statistical Classification Method (Naïve Bayes), Clustering Methods(K-Means,Hierarchical), Decision Trees and Decision Rules, Association Rules
50606011 SWE318 CLOUD COMPUTING AND APPLICATIONS E 3 0 3 5
CONTENT Definition, Advantages and Disadvantages of Cloud Computing, Cloud Computing Models and Characteristics, Researching Business Impact of Cloud Computing, Real-World Implementations of Cloud Computing, Cloud Computing and Analytic Services and Providers, Development and Deployment Cloud Applications, Cloud Security Approaches and Testing.
50606004 SWE308 ADVANCED DATABASE PROGRAMMING AND MANAGEMENT WITH MSSQL E 2 2 3 4
CONTENT Installation and usage of MSSQL 2017 Developer, T-SQL database programming language, data query techniques and operators, tables, subqueries, internal functions and commands, grouping and summarizing data, stored procedures, query and access security, backup and restore, Usage of MSSQL database with C # programming language will be taught in this course.
50606005 SWE310 ADVANCED  RESPONSIVE WEB DESIGN WITH CSS AND BOOTSTRAP E 2 2 3 5
CONTENT Bootstrap v4 library, jQuery v3 Javascript library and advanced CSS v3 techniques with C # and ASP.NET programming language, flexible website interface that is compatible for all platforms and devices with any web browser (phone, tablet, smart TV, computer, etc.) - front-end design will be taught in this course.
50606006 SWE312 QUANTUM PROGRAMMING E 3 0 3 4
CONTENT The Physics of Computation (Superposition, Interference, Quantum Phase, Entanglement), Linear Algebra: some Preliminary Concepts, Quantum Circuits and Other Computational Model, Quantum Algorithmics, Quantum Fourier's Transform, Grover's Algorithm, Deutsch-Jozsa Algorithm, Shor's Algorithm, Quantum Phase Estimation
50507018 SWE316 MACHINE LEARNING E 3 0 3 4
CONTENT 1) Introduction to Machine Learning
2) Decision Trees
3) Instance Based Learning
4) Bayesian Learning
5) Logistic Regression
6) Neural Networks
7) Support Vector Machines
8) Model Selection, Feature Selection
9) Clustering, k-means
10) Expectation Maximization
11) Mixture of Gaussians
12) Ensemble Learning
13) Deep Learning
14) Adversarial Learning
15) Reinforcement Learning
50606012 SWE320 COMPUTER NETWORKS C 3 0 3 5
CONTENT Introduction to fundamental concepts of computer networks. Basic performance and engineering trade-offs in the design and implementation of computer networks. Network hardware/software, protocols and layers, OSI and TCP/IP reference models. Data link layer design issues including encoding, framing, error detection, reliable delivery, and multiple access. Multiplexing, switching, and routing. LANs, wireless LANs, cellular networks. TCP/IP protocol family. Network applications. New trends in computer-communication networks.
  7. Semester ► Compulsory
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50607001 SWE401 MOBILE PROGRAMMING C 2 2 3 4
CONTENT Basic knowledge and installation environments for mobile application development, introduction of mobile application platforms, HTML5 markup language, application development for Android and IOS mobile operating systems and providing effective solutions to basic problems that encountered.
50607003 SWE403 COMPUTER AND SOFTWARE ENGINEERING PROJECT C 0 6 2 5
CONTENT Fundamentals of process design, conceptual design and innovation, design input parameters, reviewing fundamentals of related courses (such as Modelling, Statistical Analysis, Information Systems, Production Planning), design process and preparing solid models/technical drawings, performance evaluation, economical analysis and life estimation, project  report and its presentation.
               
  7. Semester ► Elective
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50607007 SWE413 OPTIMIZATION METHODS E 3 0 3 4
CONTENT Mathematical Programming: Linear, Integer and Quadratic Programs - Linear Programming: Simplex and Dual Simplex Methods, Duality and Sensitivity Analysis, Extensions of Linear Programming - Integer Programming: Branch-and-Bound Algorithm, Cut Algorithms, The Transportation Algorithm, Scheduling Models - Non-Linear Programming: Single-Variable Optimization, Multivariable Optimization with & without Constraints - Dynamic Programming - Network Analysis: Minimum-span, Shortest-Route and Maximal-Flow Problems - Project Planning Using PERT/CPM - Inventory Models – Forecasting: Regression Methods, Smoothing Methods - Game Theory - Decision Theory - Markov Processes - Queuing Systems: M/M/1 Systems, M/M/s Systems, M/M/1/K Systems, M/M/s/K Systems
50607004 SWE407 AUTOMATA THEORY E 2 2 3 4
CONTENT Introduction to formal languages and grammars. Deterministic and non-deterministic finite automata. Regular languages. Regular expressions. Limitations of languages. Context-free grammars. Context-free languages. Pushdown automata. Parsing. Chomsky hierarchy. Unrestricted grammars. Recursive and recursively enumerable sets. Turing machines.
Computability. The halting problem, insolvability.
50607014 SWE421 BIG DATA APPLICATIONS E 3 0 3 4
CONTENT Introducing all of the technologies that can be used for big data manipulation, storage, analysis and making applications with examples, teaching big data technologies that are popular in the market
50607005 SWE409 PATTERN RECOGNITION E 2 2 3 4
CONTENT 1.INTRODUCTION TO PATTERN CLASSIFICATION 1.1 Pattern recognition systems 1.3 Optical pattern recognition systems 2.PATTERN RECOGNITION TECHNIQUES 2.1 Statistichal techniques 2.2 Fukunaga-Koontz Transform 2.3 Fuzzy classifier 2.4 Stochastic methods 3.OPTICAL PATTERN RECOGNITION TECHNIQUES 3.1 Optic Filters 3.2 MACH Filtering for recognition 3.3 Optic hardware components 4.JOINT TRANSFORM CORRELATION 4.1 Optic match filter 4.2 Optic Fourier correlation 4.3 Adaptive joint transform correlation 5. OPTICAL TARGET TRACKING 5.1 Target tracking in video sequence 5.2 Performance metrics for Pattern recognition 5.3 Receiver Operating Characteristic (ROC)
50607012 SWE405 GAME PROGRAMMING E 2 2 3 4
CONTENT The objective of this course is to introduce students to the process of developing games, and give them hands on experience with developing games using a modern game engine. The topics of this lecture include: introduction to computer games, using the Unity game engine, using game assets, creating program code for games in terms of scripts, game animations and interaction. In this course, students learn about the process of video game development and use this information to develop their own computer games.
50607006 SWE411 DEEP LEARNING E 3 0 3 4
CONTENT A brief introduction to deep learning, basic deep learning algorithms and architectures, regularization of distributed models, optimization techniques for training, convolutional neural networks, forward and back backpropagation, recurrent networks, autoencoders and linear factor models, learning by demonstration, deep generative networks - Boltzman machines
50607009 SWE415 CRYPTOGRAPHY AND NETWORK SECURITY          
CONTENT This course will introduce cryptography theories, algorithms, and systems. It will also consider necessary approaches and techniques to build protection mechanisms in order to secure computer networks. To introduce literature and terminology used for cryptography and network security; to acquaint students with the major cryptography algorithms, systems, functions, and development techniques applied to network security mechanisms.
50607010 SWE417 LINUX TOOLS AND SHELL
PROGRAMMING		 E 3 0 3 4
CONTENT Basic components of a UNIX/Linux system; installing and customizing Linux; the Linux shell; essential commands; regular expressions for pattern searching and replacement; text editing tools; command-line processing; fundamentals of shell scripting.
50607013 SWE419 PARALLEL AND DISTRIBUTED PROGRAMMING E 2 2 3 4
CONTENT Basic principles, programming techniques, multi-threaded application development, important applications and performance issues for distributed and parallel calculations, qualification of distributed systems, basics of concurrent calculation, shared memory programming (processes, synchronization, locks, barriers, The algorithms for semaphores, condition variables, distributed programming, process interaction will be taught in this course using C # programming
language and various libraries.
50607015 SWE423 .NET WEB APPLICATION DEVELOPMENT E 2 2 3 4
CONTENT Using IDE with C # and ASP.NET, Creating HTML pages, Creating ASPX pages, back-end and front-end designs, web services, API design, web application security, Basic concepts of CSS and Javascript, web forms, POST - GET methods,
SEO compatible website design, session usage, usage and management of cookies will be taught in this course.
     
  8. Semester ► Compulsory
IT Code Code Name Compulsory
/Elective		 Theoretical Practical National Credit ECTS
Credit
50508012 SWE490 INTERN ENGINEERING C 0 40 10 30
CONTENT Intern engineers work in the industry as an engineer. They are also trained as industrial engineers by adding the applications in the industry directly to their theoretical and practical training. After completing all the courses of the interns of one of these periods in industry, working and working hours of the industry in accordance with the entire time in the industry and in the production area, so directly spend in the field.