Artificial Intelligence & Machine Learning – R21 Curriculum & Credits

YEAR – I, SEMESTER – I / CURRICULUM & CREDITS

CODESUBJECTCREDITS
EN101HSBasic English for Communication2
MA102BSLinear Algebra and Calculus4
CH104BSEngineering Chemistry3
CS105ESC Programming3
ME106ESEngineering Graphics3
CH110BSEngineering Chemistry Lab1.5
CS113ESC Programming Lab1.5
ME117ESEngineering Workshop1.5
MC111ESDigital Wellbeing Induction Programme0
Total Credits19.5

YEAR – I, SEMESTER – II / CURRICULUM & CREDITS

CODESUBJECTCREDITS
MA201BSDifferential Equations and Integral
Calculus
4
AP203BSApplied Physics4
EE207ESBasic Electrical Engineering3
EN208HSEnglish Language and Communication Skills Lab2
AP209BSApplied Physics Lab1.5
CS213ESPython Programming Lab2
CS214ESIT Workshop1
EE215ESBasic Electrical Engineering1
MC216ESEnvironmental Science0
Total Credits18.5

YEAR – II, SEMESTER – III / CURRICULUM & CREDITS

CODESUBJECTCREDITS
MA301BSMathematical Methods for Engineers3
EC302PCAnalog and Digital Design4
CS303PCData Structures4
CS304PCComputer Systems and Architecture4
CS305PCComputer Networks3
ML306PCAdvanced Programming Lab1.5
CS307PCData Structures Lab1.5
HS310MCGender Sensitization Lab0
EN313MCEnglish for Professional Communication
(Activity Based)
0
3S1PCSocial Outreach Survey1
Total Credits22

YEAR – II, SEMESTER – IV / CURRICULUM & CREDITS

CODESUBJECTCREDITS
MA401BSStatistical Methods for Engineers3
CS402PCDiscrete Mathematics3
ML403PCOperating Systems4
CS404PCDatabase Management Systems & Data Warehousing3
ML405PCArtificial Intelligence Representation and Problem Solving3
ML406PCR Programming Lab1
CS407PCDatabase Management Systems Lab1.5
ML408PCArtificial Intelligence Lab1.5
HS409MCConstitution of India0
EN411MCInterpersonal Communication and Soft Skills (Activity Based)0
Total Credits20

YEAR – III, SEMESTER – V / CURRICULUM & CREDITS

CODESUBJECTCREDITS
MA501BCMathematical Methods for Engineers3
ML502PCCloud Computing4
ML503PCFull Stack Web Development4
ML505PCComputer Networks 3
ML51APE/ML51BPE/ML51CPE/ML51DPEProfessional Elective –I3
CS504PCAdvanced Programming Lab1.5
ML506PCComputer Networks Lab1.5
ML508PCFull Stack Web Development Lab1.5
MC510HSIntellectual Property Rights0
MC511HSTechnical Report Writing0
Total Credits21.5

List of Courses for Elective – I

CODESUBJECT
ML51APEStatistical Learning Theory
ML51BPEBioinformatics-I
ML51CPEFoundations of Cyber Security
ML51DPEHuman Computer Interaction

YEAR – III, SEMESTER – VI / CURRICULUM & CREDITS

CODESUBJECTCREDITS
SM601MSBusiness Economics and Financial Analysis3
ML602PCAdvanced Artificial Intelligence4
ML603PCFormal Language and Automata Theory4
ML604PCNatural Language Processing3
ML62APE/ML62BPE/ML62CPE/ML62DPEProfessional Elective -II3
EE61AOE/EE61BOE/ML61AOE/ML61BOE/CS61AOE/CS61BOE/CS61COE/CE61AOE/ME61AOE/ME61BOE/EC61AOE/EC61BOEOpen Elective –I3
ML605PCNatural Language Processing Lab1.5
EN607HSAdvanced Communication Skills Lab1
MC612BSEnvironmental Science (* For Lateral Entry Students)0
Total Credits22.5

List of Courses for Elective – II

CODESUBJECT
ML62APEKernel Methods for Machine Learning
ML62BPEStatistical Methods for Bioinformatics
ML62CPEComputer Forensics
ML62DPEComputer Graphics

List of Courses under Open Elective-I

CODESUBJECT
EE61AOEUtilization of Electrical Energy
EE61BOENon-Conventional Power Generation
ML61AOEIntroduction to Machine Learning
ML61BOEIntroduction to Artificial Intelligence
CS61AOEBlock Chain Technology
CS61BOEDatabase Management Systems
CS61COECyber Law and Ethics
CE61AOEDisaster preparedness & Planning Management
ME61AOEOptimization Methods
ME61BOE3D Printing
EC61AOEIoT & its Applications
EC61BOEMicroprocessor & Microcontrollers

YEAR – IV, SEMESTER – VII / CURRICULUM & CREDITS

CODESUBJECTCREDITS
ML701PCNeural Networks and Deep Learning3
ML73APE/ML73BPE/ML73CPE/ML73DPEProfessional Elective -III3
ML74APE/ML74BPE/ML74CPE/ML74DPEProfessional Elective – IV3
ML75APE/ML75BPE/ML75CPE/ML75DPEProfessional Elective – V3
EE72AOE/EE72BOE/ML72AOER/ML72BOE/CS72AOE/CS72BOE/CS72COE/CE72AOE/CE72BOE/ME71AOE/EC72AOE/EC72BOE/EC72COEOpen Elective-II3
ML7P1PCIndustry Oriented Mini-Project/Summer Internship2
ML7S1PCResearch Paper Analysis Report Presentation/Seminar1
ML7P2PCMajor Project Stage -13
ML702PCNeural Networks and Deep Learning Lab1
Total Credits22

List of Courses under Professional Elective-III

CODESUBJECT
ML73APEPredictive Analytics
ML73BPEComputational Systems Biology
ML73CPEIoT Security
ML73DPEGame Programming

List of Courses under Professional Elective- IV

CODESUBJECT
ML74APEBayesian Data Analytics
ML74BPEBio-Inspired Computing
ML74CPEDigital Forensics
ML74DPEAugmented Reality/Virtual Reality

List of Courses under Professional Elective-V

CODESUBJECT
ML75APEOptimization Methods in Machine Learning
ML75BPEMachine Learning and IOT for Biological Data
ML75CPEEthical hacking
ML75DPEComputer Vision and Robotics

List of Courses under Open Elective-II

CODESUBJECT
EE72AOEEnergy Storage Systems
EE72BOEElectrical & Hybrid Vehicles
ML72AOERProgramming
ML72BOECore JAVA Programming
CS72AOEIntroduction to Data Science
CS72BOEJava Programming
CS72COEScripting Languages
CE72AOERemote sensing and GIS
CE72BOEGeo informatics
ME71AOEFundamentals of Robotics
EC72AOEElectronic Sensors
EC72BOEEmbedded System Design
EC72COEVLSI Design

YEAR – IV, SEMESTER – VIII / CURRICULUM & CREDITS

CODESUBJECTCREDITS
SM801MSOrganizational Behaviour3
ML86APE/ML86BPE/ML86CPE/ML86DPEProfessional Elective -VI3
Open Elective -III3
ML8P3PCProject Stage –II7
Total Credits16

List of Courses under Professional Elective-VI

CODESUBJECT
ML86APEData Wrangling and Visualization
ML86BPEBioinformatics-II
ML86CPEBlock Chain Technologies
ML86DPEGames AI

List of Courses under Open Elective-III

CODESUBJECT
EE83AOEDesign Estimation and Costing of Electrical Systems
EE83BOEBasics of Power Plant Engineering
ML83AOEAugmented Reality /Virtual Reality
ML83BOEIntroduction to Cloud Computing
CS83AOEIntroduction to Machine Learning
CS83BOEMobile Application Development
CS83COEAdvanced Python Programming
CE83OE AEnvironmental impact assessment
CE83OE BEntrepreneurship
ME83AOENon-Conventional Sources of Energy
EC73AOEPrinciples of Electronic Communications
EC73BOEMeasuring Instruments
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