HUMS 122 / HISTORY OF TURKISH NATIONALISM
Term: Fall 2017Units 3Days: MON WEDTimes: 13:00:00-14:15:00

Investigating the evolution and the defining features of Turkish nationalism from the demise of the Ottoman Empire until today. Providing students with a better understanding of how different scholars conceptualize nationalism as a force shaping and reshaping the state and societies in the 19th and 20th centuries. Included topics: ideological consolidation of Turkish nationalism, the other, and the relationship of Islam and Turkish nationalism.

HUMS 129 / CRITICAL THINKING
Term: Fall 2017Units 3Days: MON WEDTimes: 10:00:00-11:15:00

An introduction of the distinction between an argument and merely a set of sentences. An examination of the distinction between good cases and bad cases of reasoning. In depth study of some of the basic distinctions between different types of reasoning.

IICR 301 / ENFEKSİYON, İNFLAMASYON, HÜCRESEL YANITLAR
Term: Fall 2017Units 3Times: 0:00:00-0:00:00

Tıbbi mikrobiyolojide temel kavramlar, farmakoloji ve patolojiye giriş. Tıbbi önemi olan bakteriyel, viral, parazitik ve fungal patojenlerin biyolojisi, enfeksiyonların epidemiyolojisi, patojenlerin hastalık yapma özellikleri ve yaptıkları hastalıklar, enfeksiyonlardan korunma yolları, zedelenmeye ve enfeksiyonlara karşı hücrenin verdiği yanıtlar, akut ve kronik iltihap, doku iyileşmesi, hemodinamik bozukluklar ve hemostaz konularını içerir. Ayrıca ilaçlara karşı organizma cevabını etkileyen faktörler ve ilaç metabolizmaları, emilim, dağılım, biyotransformasyon, atılım ve ilaç etki süreleri konuları da işlenecektir.

IMED 402 / INTERNAL MEDICINE
Term: Fall 2017Units 3Times: 0:00:00-0:00:00

Communication with the patient and the caregivers, essential history taking and physical examination practices, requesting goal-directed laboratory tests and interpretation of all patient-related information accurately. Common and important medical diseases, signs and symptoms of diseases, laboratory methods and imaging modalities. Acute, chronic diseases and their management.

IMED 600 / INTERNAL MEDICINE
Term: Fall 2017Units 5Times: 0:00:00-0:00:00

Effective communication with the patients and their relatives, taking medical history and performing physical examination, improving physical examination skills, evaluation of signs and symptoms of the diseases, selection of the most appropriate laboratory or diagnostic tests, a reasonable analysis of patient data, and reporting patient information. To have critical knowledge about the diagnosis and management of common, foremost acute/chronic medical illnesses. Ability to select and interpret laboratory tests and imaging modalities and rational drug therapies. (8 weeks; compulsory on-call nights and weekends)

IMED 600 / INTERNAL MEDICINE
Term: Fall 2017Units 5Times: 0:00:00-0:00:00

Effective communication with the patients and their relatives, taking medical history and performing physical examination, improving physical examination skills, evaluation of signs and symptoms of the diseases, selection of the most appropriate laboratory or diagnostic tests, a reasonable analysis of patient data, and reporting patient information. To have critical knowledge about the diagnosis and management of common, foremost acute/chronic medical illnesses. Ability to select and interpret laboratory tests and imaging modalities and rational drug therapies. (8 weeks; compulsory on-call nights and weekends)

IMED 600 / INTERNAL MEDICINE
Term: Fall 2017Units 5Times: 0:00:00-0:00:00

Effective communication with the patients and their relatives, taking medical history and performing physical examination, improving physical examination skills, evaluation of signs and symptoms of the diseases, selection of the most appropriate laboratory or diagnostic tests, a reasonable analysis of patient data, and reporting patient information. To have critical knowledge about the diagnosis and management of common, foremost acute/chronic medical illnesses. Ability to select and interpret laboratory tests and imaging modalities and rational drug therapies. (8 weeks; compulsory on-call nights and weekends)

INDR 100 / INTRODUCTION TO INDUSTRIAL ENGINEERING
Term: Fall 2017Units 3Days: MON WEDTimes: 16:00:00-17:15:00

Introduction to industrial engineering concepts. Fundamentals of systems analysis and modeling. Basics of production and service systems. Computer and programming applications of several industrial engineering topics. Hands-on experience for industrial engineering subjects in team projects

INDR 201 / DISCRETE MATHEMATICAL STRUCTURES
Term: Fall 2017Units 3Days: MON WEDTimes: 8:30:00-9:45:00Ön Koşullar: MATH. 106 or consent of the instructor

Fundamentals of logic, mathematical induction, basic set theory, relations and functions, fundamental principles of counting, inclusion-exclusion principles, basic graph theory, trees, algorithms for basic industrial engineering and operations research problems on graphs and networks.

INDR 343 / STOCHASTIC MODELS
Term: Fall 2017Units 3Days: MON WEDTimes: 11:30:00-12:45:00Ön Koşullar: (ENGR. 200 and INDR. 262) or consent of the instructor

Introduction to inventory management, deterministic economic quantity models and extensions. Stochastic continuous-review and periodic-review models. Markov chains and Markov processes. Introduction to queueing systems and the Poisson process. Markovian queues, networks and management of queueing systems. Markov decision models and applications. Probabilistic dynamic programming and algorithmic solution methods.

INDR 363 / MATHEMATICAL PROGRAMMING
Term: Fall 2017Units 3Days: MON WEDTimes: 14:30:00-15:45:00Ön Koşullar: INDR. 262 and INDR. 201

Introduction to modeling with integer variables and integer programming; network models, dynamic programming; convexity and nonlinear optimization; applications of various optimization methods in manufacturing, product design, communications networks, transportation, supply chain, and financial systems.

INDR 371 / OPERATIONS AND FACILITIES DESIGN
Term: Fall 2017Units 3Days: TUES THURSTimes: 10:00:00-11:15:00Ön Koşullar: INDR. 262 or consent of the instructor

Facilities design process; strategic facilities planning, product, process, and schedule design, flow, space, and activity relationships, personnel requirements; material handling principles, equipment, unit load concept; facility layout, types, procedures, computer-aided tools; warehousing, order picking, automated storage/retrieval systems; quantitative models for facilities planning; evaluating, selecting, preparing, presenting, implementing, and maintaining the facilities plan.

INDR 421 / INTRODUCTION TO MACHINE LEARNING
Term: Fall 2017Units 3Days: MON WEDTimes: 13:00:00-14:15:00Ön Koşullar: MATH 107 and 203 and ENGR 200 AND COMP 110 or 125 or 131

A broad introduction to machine learning covering regression, classification, clustering, and dimensionality reduction methods; supervised and unsupervised models; linear and nonlinear models; parametric and nonparametric models; combinations of multiple models; comparisons of multiple models and model selection.

INDR 430 / DECISION ANALYSIS
Term: Fall 2017Units 3Days: MON WEDTimes: 8:30:00-9:45:00Ön Koşullar: (ENGR. 200 or ENGR. 201 or MATH. 201) or consent of the instructor

Tools, techniques, and skills needed to analyze decision-making problems characterized by uncertainty, risk, and conflicting objectives. Methods for structuring and modeling decision problems and applications to problems in a variety of managerial decision-making contexts. Structuring decision problems: Decision trees, model building, solution methods and sensitivity analysis; Bayes' rule, the value of information and using decision analysis software. Uncertainty and its measurement: Probability assessment. Utility Theory: Risk attitudes, single- and multiattribute utility theory, and risk management. Decision making with multiple objectives.

INDR 440 / PROJECT MANAGEMENT
Term: Fall 2017Units 3Days: TUES THURSTimes: 13:00:00-14:15:00Ön Koşullar: INDR. 262

Strategy with projects; integration of organization with projects; defining the project; estimating times and costs; developing a network plan; LP approach for CPM; PERT; scheduling resources; mathematical models for resource allocation; reducing project duration; mathematical model for crashing; progress and evaluation; control process; project closure audit process; international projects.

INDR 473 / FINANCIAL ENGINEERING
Term: Fall 2017Units 3Days: TUES THURSTimes: 11:30:00-12:45:00Ön Koşullar: ENGR. 200

Investments and cash flows, present value and internal rate of return; fixed income securities, yield, duration and immunization; portfolio optimization, mean-variance models, Capital Asset Pricing Model and Arbitrage Pricing Theory; forwards, futures, swaps and risk hedging; pricing derivative securities and options, binomial market models, continuous market models and Black-Scholes equation.

INDR 475 / PRICING&REVENUE MANAGEMENT
Term: Fall 2017Units 3Days: MON WEDTimes: 10:00:00-11:15:00Ön Koşullar: ENGR 200

Price-response function and incremental costs. Pricing in a single or a segmented market. Pricing under supply constraints. Identifying revenue management opportunities. Capacity allocation. Network management. Overbooking. Markdown management. Customized pricing. Customer acceptance

INDR 481 / INFORMATION SYSTEMS
Term: Fall 2017Units 3Days: MON WEDTimes: 16:00:00-17:15:00

Introduction to technological and conceptual aspects of information systems; data and information modeling systems, design and analysis of modular information systems, workflow modeling and project management methodology, models for information systems process development and implementation, post-implementation of IT systems, information systems examples including materials requirement planning, enterprise resource planning and supply chain management.

INDR 483 / SUPPLY CHAIN MODELING AND ANALYSIS
Term: Fall 2017Units 3Days: TUES THURSTimes: 16:00:00-17:15:00Ön Koşullar: (ENGR. 200 and INDR. 262 and INDR. 372) or consent of the instructor

Application and development of mathematical modeling tools for the analysis of strategic, tactical, and operational supply-chain problems. Mathematical programming formulations for integrated planning of capacity and demand in a supply chain. Planning and managing inventories in multi-level systems, centralized versus decentralized control of supply chain inventories. Models and algorithms for transportation and logistics systems design and analysis. Supply chain coordination issues and achieving coordination through contracts. The role of information technology and enterprise resource planning (ERP) and Advanced Planning and Optimization software.

INDR 491 / INDUSTRIAL ENGINEERING DESIGN I
Term: Fall 2017Units 4Times: 0:00:00-0:00:00Ön Koşullar: (INDR. 344 and INDR. 372 and INDR 481) or consent of the instructor

A capstone design course where students apply engineering and science knowledge in an industrial engineering design project proposed by companies from different sectors. Development, design, implementation and management of a project in teams under realistic constraints and conditions. Emphasis on communication, teamwork and presentation skills.

INDR 501 / OPTIMIZATION MODELS AND ALGORITHMS
Term: Fall 2017Units 3Days: MON WEDTimes: 10:00:00-11:15:00

Convex analysis, optimality conditions, linear programming model formulation, simplex method, duality, dual simplex method, sensitivity analysis; assignment, transportation, and transshipment problems.

INDR 503 / STOCHASTIC MODELS AND THEIR APPLICATIONS
Term: Fall 2017Units 3Days: MON WEDTimes: 14:30:00-15:45:00

The basic theory of the Poisson process, renewal processes, Markov chains in discrete and continuous time, as well as Brownian motion and random walks are developed. Applications of these stochastic processes are emphasized by examples, which are drawn from inventory and queueing theory, reliability and replacement theory, finance, population dynamics and other biological models.

INDR 521 / INTRODUCTION TO MACHINE LEARNING
Term: Fall 2017Units 3Days: MON WEDTimes: 13:00:00-14:15:00

A broad introduction to machine learning covering regression, classification, clustering, and dimensionality reduction methods; supervised and unsupervised models; linear and nonlinear models; parametric and nonparametric models; combinations of multiple models; comparisons of multiple models and model selection.

INDR 530 / DECISION ANALYSIS
Term: Fall 2017Units 3Days: MON WEDTimes: 8:30:00-9:45:00Ön Koşullar: ENGR. 200 or consent of the instructor

Tools, techniques, and skills needed to analyze decision-making problems characterized by uncertainty, risk, and conflicting objectives. Methods for structuring and modeling decision problems and applications to problems in a variety of managerial decision-making contexts. Structuring decision problems: Decision trees, model building, solution methods and sensitivity analysis; Bayes' rule, the value of information and using decision analysis software. Uncertainty and its measurement: Probability assessment. Utility Theory: Risk attitudes, single- and multiattribute utility theory, and risk management. Decision making with multiple objectives.