National Institute of Technology Rourkela

राष्ट्रीय प्रौद्योगिकी संस्थान राउरकेला

ଜାତୀୟ ପ୍ରଯୁକ୍ତି ପ୍ରତିଷ୍ଠାନ ରାଉରକେଲା

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Curriculum

Computer Science (M.Tech. - 2yrs)

1 An ability to independently carry out research /investigation and development work to solve practical problems
2 An ability to write and present a substantial technical report/document
3 Students should be able to demonstrate a degree of mastery over the area as per the specialization of the program (Computer Science and Engineering). The mastery should be at a level higher than the requirements in the appropriate bachelor program
4 Students should have adequate technologies and theoretical background of software development that will help them to pursue a career in software industries
5 Students should be educated to stick on professional ethics and able to solve societal needs and developments

1 To produce computer professionals with ability to analyze and solve complex computer engineering problems
2 To equip graduates with ability to adapt to fast- changing industrial and societal needs
3 To inculcate among the students research and development competency in the field of computer science and engineering
4 To instill ethical and social responsibility, team spirit, and leadership qualities among the graduates

Subject Code Subject Name L-T-P Credit
CS6103 Data Structure and Algorithm Design 3-0-0 3 Syllabus
CS6224 Machine Learning : Theory and Practice 3-0-0 3 Syllabus
CS6273 Machine Learning Laboratory 0-0-3 2 Syllabus
Stream Elective Laboratory - I
Stream Elective - I
Cluster Elective - I
Cluster Elective - II
Advanced Skill Development Laboratory - I

Subject Code Subject Name L-T-P Credit
CS6302 Advanced Computer Networks 3-0-0 3 Syllabus
CS6592 Applied Deep Learning 3-0-0 3 Syllabus
CS6594 Applied Deep Learning Laboratory 0-0-3 2 Syllabus
CS6070 Product Development Laboratory 0-0-2 1 Syllabus
CS6886 Seminar and Technical Writing 0-0-2 1 Syllabus
Stream Elective - II
Cluster Elective - III
Multidisciplinary Elective - I

Subject Code Subject Name L-T-P Credit
CS6999 Special Topics by Industry Experts 0-0-0 1 Syllabus
Research Project / Internship / Start-Up Elective - I
CS6095 Summer Industrial Research Experience 0-0-0 2 Syllabus

Subject Code Subject Name L-T-P Credit
CS6990 Comprehensive Viva Voce 0-0-0 2 Syllabus
Research Project / Internship / Start-Up Elective - II

Subject Code Subject Name L-T-P Credit
CS2010 Introduction to AI and ML 3-0-0 3 Syllabus
CS2014 Data Science 3-0-0 3 Syllabus
CS3008 Computer Architecture for Machine Learning 3-0-0 3 Syllabus
CS3010 Robotics and Industrial Automation 3-0-0 3 Syllabus
CS3012 Quantum Computing 3-0-0 3 Syllabus
CS3013 Natural language Processing 3-0-0 3 Syllabus
CS3017 Deep Learning 3-0-0 3 Syllabus
CS3019 Optimization Methods in Machine Learning 3-0-0 3 Syllabus
CS3021 Linear Algebra & Random Process 3-0-0 3 Syllabus
CS4064 AI in Healthcare 3-0-0 3 Syllabus
CS4065 Machine Learning for Non-Programmers 3-0-0 3 Syllabus
CS4066 Programming for Machine Learning 3-0-0 3 Syllabus
CS4067 Principles of Soft Computing 3-0-0 3 Syllabus
CS4213 Cybersecurity for Cyber Physical Systems 3-0-0 3 Syllabus
CS4214 Data Acquisition and Signal Processing 3-0-0 3 Syllabus
CS6101 Computer Architecture 3-0-0 3 Syllabus
CS6102 Algorithm and Computational Complexity 3-0-0 3 Syllabus
CS6103 Data Structure and Algorithm Design 3-0-0 3 Syllabus
CS6108 Linear Algebra and Random Processes 3-0-0 3 Syllabus
CS6113 Distributed Computing 3-0-0 3 Syllabus
CS6114 Wireless Sensor Networks 3-0-0 3 Syllabus
CS6115 Advanced Computer Architecture 3-0-0 3 Syllabus
CS6116 Cluster and Grid Computing 3-0-0 3 Syllabus
CS6118 Fault Tolerant Computing 3-0-0 3 Syllabus
CS6119 Parallel and Distributed Computing 3-0-0 3 Syllabus
CS6121 Fault Tolerant Distributed System 3-0-0 3 Syllabus
CS6122 Performance Evaluation of Computer Systems 3-0-0 3 Syllabus
CS6123 Vlsi System Design 3-0-0 3 Syllabus
CS6124 Web Technologies 3-0-0 3 Syllabus
CS6125 IOT Based Systems 3-0-0 3 Syllabus
CS6126 Advanced Data Structure 3-0-0 3 Syllabus
CS6128 Cloud Computing 3-0-0 3 Syllabus
CS6129 Introduction To High Performance Computing 3-0-0 3 Syllabus
CS6130 Distributed Operating Systems 3-0-0 3 Syllabus
CS6131 Ad-Hoc and Wireless Networks 3-0-0 3 Syllabus
CS6146 Mobile computing 3-0-0 3 Syllabus
CS6148 Principles of Mobile Computing 3-0-0 3 Syllabus
CS6150 Principles of Mobile computing 3-0-0 0 Syllabus
CS6151 Biometric Systems 3-0-0 3 Syllabus
CS6211 Combinatorial Optimization 3-0-0 3 Syllabus
CS6212 Graph Theory 3-0-0 3 Syllabus
CS6213 Combinatorics: Principles and Techniques 3-0-0 3 Syllabus
CS6214 Image Processing 3-0-0 3 Syllabus
CS6215 Game Theory 3-0-0 3 Syllabus
CS6216 Approximation Algorithms and Hardness of Approximation 3-0-0 3 Syllabus
CS6217 Biometric Security 3-0-0 3 Syllabus
CS6218 Machine Learning 3-0-0 3 Syllabus
CS6219 Advanced Digital Signal Processing 3-0-0 3 Syllabus
CS6220 Computer Vision 3-0-0 3 Syllabus
CS6221 Blockchain and Cryptocurrency Technology 3-0-0 3 Syllabus
CS6223 Approximation and Randomized Algorithms 3-0-0 3 Syllabus
CS6224 Machine Learning : Theory and Practice 3-0-0 3 Syllabus
CS6225 Machine Learning 3-0-0 3 Syllabus
CS6301 Foundations of Computer Security 3-0-0 3 Syllabus
CS6302 Advanced Computer Networks 3-0-0 3 Syllabus
CS6303 Information Theory and Coding 3-0-0 3 Syllabus
CS6304 Network Security 3-0-0 3 Syllabus
CS6306 Intrusion Detection Systems 3-0-0 3 Syllabus
CS6312 Data Warehousing and Mining 3-0-0 3 Syllabus
CS6313 Database Engineering 3-0-0 3 Syllabus
CS6314 Natural Language Processing 3-0-0 3 Syllabus
CS6315 Data Science 3-0-0 3 Syllabus
CS6316 Internet of Things 3-0-0 3 Syllabus
CS6355 Applied Data Science 3-0-0 3 Syllabus
CS6401 Advanced Software Engineering 3-0-0 3 Syllabus
CS6402 Service- Oriented Architecture 3-0-0 3 Syllabus
CS6403 Software Architecture 3-0-0 3 Syllabus
CS6404 Software Testing 3-0-0 3 Syllabus
CS6411 Foundations of E – Commerce 3-0-0 3 Syllabus
CS6412 Artificial Intelligence 3-0-0 3 Syllabus
CS6413 Software Project, Process and Quality Management 3-0-0 3 Syllabus
CS6414 Real-Time Systems Design 3-0-0 3 Syllabus
CS6415 Bioinformatics 3-0-0 3 Syllabus
CS6416 Soft Computing 3-0-0 3 Syllabus
CS6417 Software Metrics 3-0-0 3 Syllabus
CS6418 Software Reliability 3-0-0 3 Syllabus
CS6420 Software Agent 3-0-0 3 Syllabus
CS6421 Software Processes 3-0-0 3 Syllabus
CS6422 Software Configuration Management 3-0-0 3 Syllabus
CS6423 Software Design Pattern 3-0-0 3 Syllabus
CS6425 Principles of Management 3-0-0 3 Syllabus
CS6426 Knowledge Management 3-0-0 3 Syllabus
CS6427 Computational Geometry 3-0-0 3 Syllabus
CS6429 Foundations of Computer Security 3-0-0 3 Syllabus
CS6430 Recommender Systems 3-0-0 3 Syllabus
CS6433 Software Project Management 3-0-0 3 Syllabus
CS6504 Performance Analysis of Computing Systems 3-0-0 3 Syllabus
CS6510 Deep Learning 3-0-0 3 Syllabus
CS6512 Robotics and Industrial Automation 3-0-0 3 Syllabus
CS6520 Quantum Computing 3-0-0 3 Syllabus
CS6530 GPU Architecture and Programming 3-0-0 3 Syllabus
CS6550 Advances in 5G and 6G Networks. 3-0-0 3 Syllabus
CS6570 Cyber Security 3-0-0 3 Syllabus
CS6571 Payment Security 3-0-0 3 Syllabus
CS6572 Data Security and Privacy 3-0-0 3 Syllabus
CS6573 Incident Management and Response 3-0-0 3 Syllabus
CS6574 Security and Privacy in IoT 3-0-0 3 Syllabus
CS6575 Lightweight cryptography and it's Application 3-0-0 3 Syllabus
CS6576 Cryptography and Security Protocols 3-0-0 3 Syllabus
CS6591 Python for Data Science 2-0-0 2 Syllabus
CS6592 Applied Deep Learning 3-0-0 3 Syllabus
CS6601 Predictive Analysis 3-0-0 3 Syllabus
CS6602 Time Series Analysis 3-0-0 3 Syllabus
CS6603 Graph Analytics for Big Data 3-0-0 3 Syllabus
CS6604 Big Data: Tools and Techniques 3-0-0 3 Syllabus
CS6605 Brain Machine Interface 3-0-0 3 Syllabus
CS6606 AI in Healthcare 3-0-0 3 Syllabus
CS6607 Ethical Issues in AI 3-0-0 3 Syllabus
CS6608 Explainable AI 3-0-0 3 Syllabus
CS6609 Statistical Learning Theory 3-0-0 3 Syllabus
CS6610 Optimization Methods in Machine Learning 3-0-0 3 Syllabus
CS6611 Bayesian Data Analysis 3-0-0 3 Syllabus
CS6612 Advanced Topics in Natural Language Processing 3-0-0 3 Syllabus
CS6613 Surveillance Video Analytics 3-0-0 3 Syllabus
CS6614 Image and Video Processing 3-0-0 3 Syllabus
CS6615 Advanced Topics in Compiler Design 3-0-0 3 Syllabus
CS6616 Topics in Mathematics for Computer Science 3-0-0 3 Syllabus
CS6617 Probabilistic Models and Optimization Techniques in Computer Science 3-0-0 3 Syllabus
CS6618 Complex Netoworks 3-0-0 3 Syllabus
CS6619 Intelligent Data Management 3-0-0 3 Syllabus
CS6620 Big Data Analytics Laboratory 3-0-0 3 Syllabus
CS6625 Dialogue Systems and Chatbots 2-0-0 2 Syllabus
CS6626 Programming for Language Technologies 2-0-0 2 Syllabus
CS6627 Deep Learning for NLP 2-0-0 2 Syllabus
CS6628 Cloud and Edge Computing 3-0-0 3 Syllabus
CS6629 Natural Language Understanding and Generation 3-0-0 3 Syllabus
CS6630 Edge Computing and IoT 3-0-0 3 Syllabus
CS6657 Quantitative Finance 3-0-0 3 Syllabus
CS6659 Number Theory and Cryptography 3-0-0 3 Syllabus
CS6660 Quantum Cryptography 3-0-0 3 Syllabus
CS6661 Cloud Security and Data Privacy 3-0-0 3 Syllabus
CS6664 Movement Sciences and Disorders 3-0-0 3 Syllabus
CS6665 Theoretical and Computational Neurosciences 3-0-0 3 Syllabus
CS6666 Robotics Programming 3-0-0 3 Syllabus
CS6667 Robot Dynamics and Control 3-0-0 3 Syllabus
CS6668 Mathematical Foundation of Robotics 3-0-0 3 Syllabus
CS6669 Humanoid Robotics 3-0-0 3 Syllabus
CS6672 System and Network Security 3-0-0 3 Syllabus
CS6673 Cybersecurity and Data Privacy 3-0-0 3 Syllabus
CS6674 OS and Database Security 3-0-0 3 Syllabus
CS6675 Artificial Intelligence in Cybersecurity 3-0-0 3 Syllabus
CS6676 Cyber-Physical Systems 3-0-0 3 Syllabus
CS6677 Networked Control Systems 3-0-0 3 Syllabus
CS6678 Machine Learning for CPS 3-0-0 3 Syllabus
CS6680 Data Mining 3-0-0 3 Syllabus
CS6681 Data Visualisation and Interpretation 3-0-0 3 Syllabus
CS6682 Software Engineering for Data Science 3-0-0 3 Syllabus
CS6683 Statistical Natural Language Processing 3-0-0 3 Syllabus
CS6684 Geographical Information System 3-0-0 3 Syllabus
CS6685 Graph Theory and Network Analytics 3-0-0 3 Syllabus
CS6686 Neural Natural Language Processing 3-0-0 3 Syllabus
CS6687 Speech Processing 3-0-0 3 Syllabus
CS6688 Information Retrieval 3-0-0 3 Syllabus
CS6689 Social Network Analysis 3-0-0 3 Syllabus
CS6690 Business Intelligence and Analytics 3-0-0 3 Syllabus
CS6691 Data Engineering 3-0-0 3 Syllabus
CS6701 Image Processing Using Python 3-0-0 3 Syllabus
CS2078 Data Science Laboratory 0-0-2 1 Syllabus
CS2085 Formal Language and Automata Theory Laboratory 0-0-2 1 Syllabus
CS3067 Natural Language Processing Laboratory 0-0-2 1 Syllabus
CS3069 Deep Learning Laboratory 0-0-3 2 Syllabus
CS3070 GPU Programming Laboratory 0-0-3 2 Syllabus
CS3076 AI Applications Laboratory 0-0-3 2 Syllabus
CS3078 Time Series Analysis Laboratory 0-0-2 1 Syllabus
CS3080 Time Series Analysis Laboratory 0-0-3 2 Syllabus
CS6060 Product Innovation Laboratory 0-0-3 2 Syllabus
CS6062 Product Development Laboratory 0-0-2 1 Syllabus
CS6070 Product Development Laboratory 0-0-2 1 Syllabus
CS6171 Biometric Systems Laboratory 0-0-3 2 Syllabus
CS6172 Network Simulation Laboratory 0-0-3 2 Syllabus
CS6173 Advanced Data Structure Laboratory 0-0-3 2 Syllabus
CS6174 Cloud Computing Laboratory 0-0-3 2 Syllabus
CS6175 Network Programming Laboratory 0-0-3 2 Syllabus
CS6176 Algorithm Design Laboratory 0-0-3 2 Syllabus
CS6271 Image Processing Laboratory 0-0-3 2 Syllabus
CS6272 Machine Learning Laboratory 0-0-3 2 Syllabus
CS6273 Machine Learning Laboratory 0-0-3 2 Syllabus
CS6371 Cryptography Laboratory 0-0-3 2 Syllabus
CS6372 Network Security Laboratory 0-0-3 2 Syllabus
CS6373 OS and Database Security Laboratory 0-0-3 2 Syllabus
CS6374 Data Mining Laboratory 0-0-3 2 Syllabus
CS6375 Network Simulation Laboratory 0-0-3 2 Syllabus
CS6376 Cryptography Laboratory 0-0-3 2 Syllabus
CS6377 OS and Database Security Laboratory 0-0-3 2 Syllabus
CS6379 Natural Language Processing Laboratory 0-0-3 2 Syllabus
CS6380 Internet of Things Laboratory 0-0-3 2 Syllabus
CS6381 Advanced Programming Laboratory 0-0-3 2 Syllabus
CS6385 Data Science Laboratory 0-0-3 2 Syllabus
CS6471 Advanced Software Engineering Laboratory 0-0-3 2 Syllabus
CS6472 Service-Oriented Architecture Laboratory 0-0-3 2 Syllabus
CS6473 Software Architecture Laboratory 0-0-3 2 Syllabus
CS6474 Software Testing Laboratory 0-0-3 2 Syllabus
CS6475 Soft Computing Laboratory 0-0-3 2 Syllabus
CS6478 Software Project, Process and Quality Management Laboratory 0-0-0 3 Syllabus
CS6479 Real-Time Systems Design Laboratory 0-0-3 2 Syllabus
CS6511 Deep Learning Laboratory 1-0-2 2 Syllabus
CS6513 Robot Motion and Planning Laboratory 0-0-3 2 Syllabus
CS6531 GPU Programming Laboratory 0-0-3 2 Syllabus
CS6555 Network Programming using Rust 0-0-3 2 Syllabus
CS6594 Applied Deep Learning Laboratory 0-0-3 2 Syllabus
CS6621 Time Series Analysis Laboratory 0-0-2 1 Syllabus
CS6622 Data Visualisation Laboratory 0-0-2 1 Syllabus
CS6623 Excel Analytics Laboratory 0-0-2 1 Syllabus
CS6624 Data Analytics Tools and Software Laboratory 0-0-2 1 Syllabus
CS6631 Intrusion Detection System Laboratory 0-0-3 2 Syllabus
CS6632 Block chain Laboratory 0-0-2 1 Syllabus
CS6633 Cyber Forensics Laboratory 0-0-2 1 Syllabus
CS6634 Cybersecurity and Data Privacy Laboratory 0-0-2 1 Syllabus
CS6635 Network Security Protocol Laboratory 0-0-2 1 Syllabus
CS6636 Encryption Algorithms Laboratory 0-0-2 1 Syllabus
CS6651 Machine Translation Laboratory 0-0-2 1 Syllabus
CS6652 Sentiment Analysis Laboratory 0-0-2 1 Syllabus
CS6653 CPU/GPU Simulator Laboratory 0-0-3 2 Syllabus
CS6654 Embedded Systems Laboratory 0-0-3 2 Syllabus
CS6655 Quantum Computing Laboratory 0-0-3 2 Syllabus
CS6656 Computer Science Capstone Project 0-0-2 1 Syllabus
CS6658 Data Analytics Capstone Project 0-0-2 1 Syllabus
CS6662 Cyber Security Capstone Project 0-0-2 1 Syllabus
CS6663 Movement Sciences Laboratory 0-0-3 2 Syllabus
CS6670 Computational Intelligence Laboratory 0-0-3 2 Syllabus
CS6671 Reinforcement Learning and Optimal Control for Robotics Laboratory 0-0-3 2 Syllabus
CS6679 Real-Time Operating Systems (RTOS) Laboratory 0-0-3 2 Syllabus
CS6692 Computer Vision Laboratory 0-0-3 2 Syllabus
CS6693 Speech Processing Laboratory 0-0-3 2 Syllabus
CS6862 Applied Hardware Architecture Laboratory 0-0-3 2 Syllabus

Subject Code Subject Name L-T-P Credit
CS6144 Mobile computing 3-0-0 3 Syllabus

Subject Code Subject Name L-T-P Credit
BM6331 BioMEMS and Biosensor 3-0-0 3 Syllabus
EE2003 Electrical Measurement and Instrumentation 3-0-0 3 Syllabus
EE2202 Power Electronics 3-0-0 3 Syllabus
EE2401 Network Theory 3-0-0 3 Syllabus
EE3004 Electromagnetic Field Theory 3-0-0 3 Syllabus
EE3100 Power Systems Operation and Control 3-0-0 3 Syllabus
EE3112 Power Systems 3-0-0 3 Syllabus
EE3201 Electric Drives 3-0-0 3 Syllabus
EE3213 Semiconductor Fabrication Technology 2-0-0 2 Syllabus
EE3301 Principles of Control Systems Engineering 3-0-0 3 Syllabus
EE3412 Digital Electronics and Microprocessors 3-0-0 3 Syllabus
EE6245 Silicon Solar Cell Technology 3-0-0 3 Syllabus
EE6268 Energy Storage Systems 3-0-0 3 Syllabus
EE6333 Estimation of Signals and Systems 3-0-0 3 Syllabus
ER4131 Mineral Sciences 3-0-0 3 Syllabus
ER4132 Remote Sensing & GIS 3-0-0 3 Syllabus
ER4134 Exploration Geophysics 3-0-0 3 Syllabus
ER4231 Science of Climate and Climate Change 3-0-0 3 Syllabus
ER5132 Remote Sensing & GIS 3-0-0 3 Syllabus
ER5133 Geophysical Exploration 3-0-0 3 Syllabus
ER5135 Geology of Fuels 3-0-0 3 Syllabus
ER5136 Introduction to Atmosphere and Ocean 3-0-0 3 Syllabus
ER5233 Applied Meteorology 3-0-0 3 Syllabus
ER5237 Climate Modeling 3-0-0 3 Syllabus
SM5622 Entrepreneurship and Start-up Ecosystem 3-0-0 3 Syllabus
EE2703 Electrical Measurement and Instrumentation Laboratory 0-0-2 1 Syllabus
EE3703 Power Electronics Laboratory 0-0-3 2 Syllabus
EE3712 Control Systems Laboratory 0-0-2 1 Syllabus
EE3713 Power Electronics Laboratory 0-0-2 1 Syllabus
EE4701 Power Systems Laboratory 0-0-3 2 Syllabus
EE4711 Power Systems Laboratory 0-0-2 1 Syllabus
ER6075 Remote Sensing Laboratory 0-0-3 2 Syllabus
SM5372 Personality Grooming Lab 0-0-3 2 Syllabus
SM5572 Business Analytics Laboratory 0-0-3 2 Syllabus
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