Note: Please check the pre-requisites given in course page before registering for the course
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Courses | ||||
| Code | Name | Credits | Typical Semester | Remark |
| IE 501 | Optimization Models | 6 | Autumn | - |
| IE 503 | Operations Analysis | 6 | Autumn | - |
| IE 505 | Computer Programming and Algorithms | 6 | Autumn | - |
| IE 506 | Machine Learning: Principles and Techniques | 6 | Spring | New |
| IE 507 | Modeling and Computation Lab | 5 | Autumn | - |
| IE 509 | Computer Programming Lab | 3 | Autumn | New |
| IE 620 | Reinforcement Learning Algorithms | 6 | Spring | New |
| IE 621 | Probability & Stochastic Processes I | 6 | Autumn | - |
| IE 622 | Probability & Stochastic Processes II | 6 | Spring | New |
| IE 630 | Simulation Modeling & Analysis | 6 | Spring | - |
| IE 619 | Combinatorial Game Theory | 6 | Autumn | New |
| IE 609 | Mathematical Optimisation Techniques | 6 | Autumn | - |
| IE 601 | Optimization Techniques | 8 | Autumn | - |
| IE 603 | Discrete Event System Simulation | 6 | Autumn | - |
| IE 605 | Engineering Statistics | 8 | Autumn | - |
| IE 611 | Introduction to Stochastic Models | 8 | Autumn | - |
| IE 635 | Facilities Planning | 6 | Autumn | - |
| IE 641 | Network Flow Models & Applications | 6 | Autumn | - |
| IE 643 | Deep Learning: Theory and Practice | 6 | Autumn | - |
| IE 647 | Applied Integer Programming | 6 | Autumn | - |
| IE 650 | Modeling and Optimization in FMS | 6 | Autumn | - |
| IE 651 | Inventory Control and Management Systems | 6 | Autumn | - |
| IE 692 | Applied Time Series Analysis | 6 | Autumn | - |
| IE 703 | Introduction to Knowledge Based Systems and Applications | 6 | Autumn | - |
| IE 705 | Quantitative methods in Project Management | 6 | Autumn | - |
| IE 706 | Pricing and Revenue Management | 6 | Autumn | - |
| IE 709 | IEOR for Health Care | 6 | Autumn | - |
| IE 712 | Selected Application of Stochastic Models | 6 | Autumn | - |
| IE 802 | Topics in IEOR | 6 | Autumn | - |
| IE 401 | Topics in Operations Research (UG Institute Elective) | 6 | Spring | - |
| IE 502 | Probabilistic Models | 6 | Spring | - |
| IE 504 | Service and Infrastructure Systems | 6 | Spring | - |
| IE 602 | Service Engineering and Management | 6 | Spring | - |
| IE 604 | System Dynamics Modeling and Analysis | 6 | Spring | - |
| IE 606 | Analysis & Control of Queues | 6 | Spring | - |
| IE 607 | Polyhedra and Combinatorial Optimization | 6 | Spring | - |
| IE 610 | Networks, Games and Algorithms | 3 | Spring | - |
| IE 612 | Introduction to Financial Engineering | 6 | Spring | - |
| IE 613 | Online Machine Learning | 6 | Spring | - |
| IE 614 | Linear Systems | 6 | Spring | Curriculum Revised |
| IE 616 | Decision Analysis and Game Theory | 6 | Spring | - |
| IE 617 | Online Machine Learning and Bandit Algorithms | 6 | Spring | - |
| IE 618 | Advanced Stochastic Processes for Operations Research | 6 | Spring | - |
| IE 642 | Engineering Economic Analysis | 6 | Spring | - |
| IE 645 | Industrial Scheduling | 6 | Spring | - |
| IE 646 | Quality Control and Reliability | 6 | Spring | - |
| IE 647 | Applied Integer Programming | 6 | Spring | - |
| IE 648 | Quantitative Analysis in Finance & Marketing | 6 | Spring | - |
| IE 663 | Advanced Topics in Deep Learning | 6 | Spring | - |
| IE 683 | Topics in Learning Algorithms | 6 | Spring | - |
| IE 684 | IEOR Lab | 3 | Spring | Curriculum Revised |
| IE 688 | RnD Project | 6 | Spring | - |
| IE 702 | Neural Nets, Fuzzy Systems and Applications | 6 | Spring | - |
| IE 704 | Selected topics in A.I. for Operations Research | 6 | Spring | - |
| IE 707 | Multi-player Decision Making Models | 6 | Spring | - |
| IE 708 | Markov Decision Processes | 6 | Spring | - |
| IE 710 | O.R Applications in Infrastructure & Service Sectors | 6 | Spring | - |
| IE 712 | Selected Applications of Stochastic Models | 6 | Spring | - |
| IE 714 | Quantitative Models for Supply Chain Management | 6 | Spring | - |
| IE 716 | Integer Programming: Theory and Computations | 6 | Spring | - |
| IE 718 | Networks, Games and Algorithms | 6 | Spring | - |
| IE 804 | Convex Analysis | 6 | Spring | - |
| IE 805 | Advanced Topics in Integer Programming | 6 | Spring | - |
| IE 806 | Game Dynamics | 6 | Spring | - |
List of Electives from other Departments | ||||
| Code | Name | Credits | Typical Semester | |
| CL 665 | Sustainable Engineering Principles | 6 | Autumn | |
| CS 725 | Foundations of Machine Learning | 6 | Autumn | |
| CS 726 | Advanced machine learning | 6 | Autumn | |
| CS 734 | Advanced Probability and Random Processes for Engineers | 6 | Autumn | |
| CS 736 | Introduction to Stochastic Optimization | 6 | Autumn | |
| CS 738 | Estimation and Identification | 6 | Autumn | |
| EE 761 | Advanced Concentration Inequalities | 6 | Autumn | |
| ENT 605 | Business Fundamentals for Technopreneurs | 6 | Autumn | |
| MA 603 | Statistical Methods of Analysis & Design | 6 | Autumn | |
| MA 821 | Theory of estimation | 6 | Autumn | |
| MA 833 | Weak Convergence and Martingale Theory | 6 | Autumn | |
| ME 701 | Optimization Methods in Engineering Design | 6 | Autumn | |
| ME 711 | Manufacturing Planning and Control | 6 | Autumn | |
| ME 773 | Reliability modeling and analysis of engineering systems | 6 | Autumn | |
| MG 635 | Manufacturing Strategy | 4 | Autumn | |
| MG 641 | Purchasing and Supply Management | 3 | Autumn | |
| MG 659 | World Class Manufacturing System | 4 | Autumn | |
| MG 689 | Large-Scale Optimization | 6 | Autumn | |
| MNG 802 | Statistics for management research | 3 | Autumn | |
| SC 631 | Games and Information | 6 | Autumn | |
| SI 515 | Statistical Techniques in Data Mining | 6 | Autumn | |
| SI 532 | Statistical Decision Theory | 6 | Autumn | |
| CL 712 | Process Data Analysis and Design of Experiments | 6 | Spring | |
| CS 729 | Topics in machine learning | 6 | Spring | |
| CS 752 | System Dynamics: Modeling and Simulation for Development | 6 | Spring | |
| EE 621 | Matrix Computations | 6 | Spring | |
| EE 636 | Markov Chains and Queuing systems | 6 | Spring | |
| EE 766 | Random Graphs: Theory and Applications | 6 | Spring | |
| ME 630 | Knowledge based Systems in Manufacturing | 6 | Spring | |
| ME 714 | Computer Integrated Manufacturing | 6 | Spring | |
| ME 722 | Analysis and Control in Flexible Manufacturing Systems | 6 | Spring | |
| ME 732 | Selected Applications of O.R. & A.I. in Manufacturing Systems. | 6 | Spring | |
| MG 634 | Project Management | 4 | Spring | |
| MG 648 | Marketing Research | 4 | Spring | |
| MG 652 | Maintenance Management | 4 | Spring | |
| MG 654 | Logistics and Supply Chain Management | 4 | Spring | |