List of Available Subjects for DEPTH ELECTIVE IV
Subject No Subject Name L-T-P Credit
AI60004 BIG DATA PROCESSING 3-0-0 3
AI60007 GRAPH MACHINE LEARNING: FOUNDATIONS AND APPLICATIONS 3-0-0 3
AI61002 DEEP LEARNING FOUNDATIONS AND APPLICATIONS 3-1-0 4
AI61005 ARTIFICIAL INTELLIGENCE: FOUNDATIONS AND APPLICATIONS 3-1-0 4
AI61006 ARTIFICIAL INTELLIGENCE FOR CYBER PHYSICAL SYSTEMS 3-1-0 4
AI61009 ARTIFICIAL INTELLIGENCE FOR MANUFACTURING 3-1-0 4
CS60007 ALGORITHM DESIGN AND ANALYSIS 4-0-0 4
CS60010 DEEP LEARNING 3-0-0 3
CS60020 FOUNDATIONS OF ALGORITHM DESIGN AND MACHINE LEARNING 4-0-0 4
CS60021 SCALABLE DATA MINING 3-0-0 3
CS60023 APPROXIMATION AND ONLINE ALGORITHMS 3-0-0 3
CS61061 DATA ANALYTICS 3-1-0 4
CS61065 THEORY AND APPLICATIONS OF BLOCKCHAIN 3-1-0 4
CS61066 ARCHITECTURE AND PROTOCOLS FOR INTERNET OF THINGS 3-1-0 4
IM60009 SYSTEM DYNAMICS AND POLICY PLANNING 3-1-0 4
IM60030 MATERIALS MANAGEMENT 3-0-0 3
IM60038 INTELLIGENT MANUFACTURING 3-0-0 3
IM60039 MANAGEMENT CONTROLS AND SYSTEMS 3-0-0 3
IM60041 TECHNOLOGY MANAGEMENT 3-0-0 3
IM60059 FINANCIAL ENGINEERING 3-0-0 3
IM60062 SIX SIGMA FUNDAMENTALS AND APPLICATIONS 3-0-0 3
IM60063 ENTERPRISE RESOURCE PLANNING 3-1-0 4
IM60064 NEGOTIATION ANALYSIS 3-0-0 3
IM60072 SERVICE OPERATIONS MANAGEMENT 3-0-0 3
IM60201 GLOBAL SOURCING AND MANAGEMENT 3-0-0 3
IM60203 RECOMMENDER SYSTEMS IN E-BUSINESS 3-0-0 3
IM60204 E-BUSINESS 3-0-0 3
IM60205 SOFTWARE ENGINEERING AND MANAGEMENT 3-0-0 3
IM60206 WEB DATA ANALYTICS WITH APPLICATIONS 3-0-0 3
IM60208 GENERALIZED LINEAR MODELS AND APPLICATIONS 4-0-0 4
IM60209 ADVANCED OPERATIONS MANAGEMENT 3-0-0 3
IM60211 MANAGEMENT INFORMATION SYSTEM 3-0-0 3
IM60213 PRINCIPLES OF SAFETY ENGINEERING 3-0-0 3
IM61003 HUMAN FACTORS ENGINEERING 3-1-0 4
IM61005 TOTAL QUALITY MANAGEMENT 3-0-0 3
IM61010 SAFETY AND RISK MANAGEMENT 3-0-0 3
IM61011 STOCHASTIC MODELLING OF BUSINESS 3-0-0 3
IM61201 LARGE SCALE OPTIMIZATION 3-1-0 4
IM61203 APPLIED REINFORCEMENT LEARNING AND OPTIMIZATION 3-1-0 4
IM61206 FACILITY LAYOUT AND DESIGN 3-1-0 4
IM61207 APPLIED MULTIVARIATE STATISTICAL MODELLING 3-1-0 4
IM61208 GAME THEORY AND APPLICATIONS 3-1-0 4
IM61212 SAFETY AND RISK ANALYTICS 3-1-0 4
MA60213 CONVEX OPTIMIZATION 3-0-0 3
MA60215 ADVANCED MACHINE LEARNING 3-0-0 3
MA60224 IMAGE PROCESSING 3-0-0 3
MA60225 FINANCIAL MATHEMATICS 3-0-0 3
MA60232 DECISION SUPPORT SYSTEMS 3-0-0 3
MA60238 DISCRETE OPTIMIZATION 3-0-0 3
MA60239 GRAPH THEORY AND ALGORITHMS 3-0-0 3
MA60244 DATA MINING 3-0-0 3
MA60246 FOUNDATIONS OF CRYPTOGRAPHY 3-0-0 3
MA60248 PARALLEL ALGORITHMS 3-0-0 3
MA60250 DEEP LEARNING 3-0-0 3
MA60256 STATISTICAL DECISION THEORY AND BAYESIAN INFERENCE 3-0-0 3
MA60268 PATTERN RECOGNITION AND SCENE ANALYSIS 3-0-0 3
MA60269 OPTIMIZATION METHODS IN FINANCE 3-0-0 3
MA60271 COMBINATORIAL OPTIMIZATION 3-0-0 3
MA60274 AI AND ML 3-0-0 3
MA60280 REGRESSION ANALYSIS AND TIME SERIES MODELS 3-0-0 3
MA60296 NUMERICAL OPTIMIZATION 3-0-0 3
MA60306 BIG DATA ANALYSIS 3-0-0 3
ME40107 AIR CONDITIONING 3-0-0 3
ME41603 VIBRATION AND NOISE CONTROL 3-0-0 3
ME60004 ADVANCED WELDING TECHNOLOGY 4-0-0 4
ME60033 INTELLIGENT MACHINES AND SYSTEMS 3-1-0 4
ME60085 REFRIGERATION SYSTEMS 3-1-0 4
ME60103 MACHINERY FAULT DIAGNOSTICS AND SIGNAL PROCESSING 3-1-0 4
ME60111 INTERNAL COMBUSTION ENGINE 3-1-0 4
ME60118 COMPUTER GRAPHICS AND VISUALIZATION 3-1-0 4
ME60129 MANUFACTURING AUTOMATION 4-0-0 4
ME60130 MANUFACTURING INFORMATION SYSTEMS 4-0-0 4
ME60134 NUMERICAL MODELLING OF MANUFACTURING PROCESSES 4-0-0 4
ME60137 MANUFACTURING RESOURCES PLANNING 4-0-0 4
ME60215 THEORY OF ABRASIVE MACHINING 3-0-0 3
ME60223 NUCLEAR POWER GENERATION AND SAFETY 3-1-0 4
ME60225 PRECISION AND MICRO MANUFACTURING 3-0-0 3
ME60231 FINITE AND BOUNDARY ELEMENT METHODS IN MANUFACTURING 4-0-0 4
ME60233 MANUFACTURING TECHNIQUES IN MEMS 4-0-0 4
ME60238 SURFACE ENGINEERED MATERIALS TECHNOLOGY 4-0-0 4
ME60240 METAL FORMING PROCESSES 4-0-0 4
ME60302 LASER PROCESSING OF MATERIALS 4-0-0 4
ME60305 CAD FOR MANUFACTURING 4-0-0 4
ME60353 KNOWLEDGE BASED SYSTEMS IN ENGINEERING 4-0-0 4
ME60407 FINITE ELEMENT METHODS IN ENGINEERING 3-1-0 4
ME61011 FABRICATION AND PROCESSING OF ADVANCED COMPOSITES 3-1-0 4
MF41601 SOFT COMPUTING 3-0-0 3
MF60001 INTELLIGENT MACHINES AND SYSTEMS 3-0-0 3
MF60408 MECHATRONICS 3-1-0 4
RE60001 RELIABILITY ANALYSIS AND PREDICTION 3-1-0 4
RE60011 PROBABILISTIC RISK ASSESSMENT 3-1-0 4
RE60016 MAINTENANCE MANAGEMENT 3-0-0 3
RE60018 FAULT DIAGNOSIS AND PREDICTIVE MAINTENANCE 3-0-0 3
RE61003 RELIABILITY ENGINEERING 3-1-0 4
RE61004 ADVANCED RELIABILITY ENGINEERING 3-1-0 4