Curriculum

B. Tech.- CSE(AI&DS) :: I Year - R23 Regulation

AI&DS 1^st Year (I – Semester)	AI & DS 1^st Year (II- Semester)
Communicative English Engineering Physics Linear Algebra & Calculus Basic Civil and Mechanical Engineering Introduction to Programming Communicative English Lab Engineering Physics Lab Computer Programming Lab Health, and Wellness, Yoga and Sports	Chemistry Differential Equations and Vector Calculus Basic Electrical and Electronics Engineering Engineering Graphics Data Structures IT Workshop Electrical and Electronics Engineering Workshop Data Structures Lab NSS / Community Service

B. Tech. - CSE(AI&DS) :: II Year R23 Regulation

AI&DS 2^nd Year (I – Semester)	AI&DS 2^nd Year (II- Semester)
Discrete Mathematics & Graph Theory Understanding Human Values – Understanding Harmony and Ethical Human Conduct Data Base Management Systems Advanced Data Structures & Algorithms Analysis Object Oriented Programming through JAVA Advanced Data Structures & Algorithms Analysis Lab Object Oriented Programming through JAVA Lab Python Programming Environmental Science	Optimization Techniques Statistical Methods for Data Science Operating Systems Introduction to Data Science Software Engineering Operating Systems Lab Data Science Using Python Lab Full Stack Development – 1 or Any of the APSCHE offered Skill Oriented Course. Design Thinking & Innovation

B. Tech. - CSE(AI&DS) :: III Year R22 Regulation

AI&DS 3^rd Year (I – Semester)	AI&DS 3^rd Year (II- Semester)
Software Engineering Machine Learning Computer Networks Employability Skills Professional Elective-I: Advanced Operating Systems Multi Agent Systems Image Processing Software Project Management Machine Learning Lab Software Engineering Using UML Lab Big Data Analytics IPR & Patents Summer Internship -(After Second Year)	Complier Design Cryptography and Network Security Deep Learning Professional Elective –II: Dataware Housing and Data Mining Reinforcement Learning Computer Vision Design Patterns Open Electives offered by other Departments / Job Oriented Elective-II Full Stack Development Devops Natural Language Processing Cryptography and Network Security Lab Deep Learning Lab Data Visualization Lab Advanced Communication Skills Lab Essence of Indian Traditional Knowledge

B. Tech. - CSE(AI&DS) :: IV Year R20(R) Regulation

AI&DS 4^th Year (I – Semester)	AI&DS 4^th Year (II- Semester)
Professional Elective –III: Image Processing Adhoc & Sensor Networks Network Security Software Testing Methodologies Professional Elective –IV: Human Computer Interaction Cyber Security & Cyber Laws Web Intelligence Applied Data Mining Professional Elective –IV: E-commerce & Digital Marketing Bio-Metrics Block Chain Technologies Drone technologies Job Elective –II: Ethical Hacking NoSQL Databases Cloud Technologies Job Elective –III: Natural Language Processing Scala Programming Big Data Analytics Management Science IoT Lab Industrial / Research Internship (After Third Year)	Major Project & Internship(6 Months) Seminar

B. Tech.- CSE(AI&ML) :: I Year - R23 Regulation

AI&ML 1^st Year (I – Semester)	AI & ML 1^st Year (II- Semester)
Communicative English Engineering Physics Linear Algebra & Calculus Basic Civil and Mechanical Engineering Introduction to Programming Communicative English Lab Engineering Physics Lab Computer Programming Lab Health, and Wellness, Yoga and Sports	Chemistry Differential Equations and Vector Calculus Basic Electrical and Electronics Engineering Engineering Graphics Data Structures IT Workshop Electrical and Electronics Engineering Workshop Data Structures Lab NSS / Community Service

B. Tech.- CSE(AI&ML) :: II Year - R23 Regulation

AI&ML 2^nd Year (I – Semester)	AI&ML 2^nd Year (II- Semester)
Discrete Mathematics & Graph Theory Understanding Human Values – Understanding Harmony Artificial Intelligence Advanced Data Structures & Algorithms Analysis Object Oriented Programming through JAVA Advanced Data Structures & Algorithms Analysis Lab Object Oriented Programming through JAVA Lab Python Programming Environmental Science	Optimization Techniques Probability & Statistics Machine Learning Data Base Management Systems Digital Logic & Computer Organization Machine Learning Lab Data Base Management Systems Lab Full Stack Development – 1 or Any of the APSCHE offered Skill Oriented Course. Design Thinking & Innovation

B. Tech.- CSE(AI&ML) :: III Year - R22 Regulation

AI&ML 3^rd Year (I – Semester)	AI&ML 3^rd Year (II- Semester)
Theory of Computation Machine Learning Design and Analysis of Algorithms Employability Skills Professional Elective-I: Advanced Operating Systems Multi Agent Systems Image Processing Software Project Management Machine Learning Lab Competitive Programming Lab Big Data Analytics IPR & Patents Summer Internship -(After Second Year)	Complier Design Cryptography and Network Security Deep Learning Professional Elective –II: Information Retrieval Systems Recommender Systems Computer Vision Design Patterns Open Electives offered by other Departments / Job Oriented Elective-II Full Stack Development Devops Natural Language Processing Cryptography and Network Security Lab Deep Learning Lab Data Visualization Lab Advanced Communication Skills Lab Essence of Indian Traditional Knowledge

B. Tech.- CSE(AI&ML) :: IV Year - R20R Regulation

AI&ML 4^th Year (I – Semester)	AI&ML 4^th Year (II- Semester)
Professional Elective –III: Reinforcement Learning Adhoc & Sensor Networks Social Media Analytics Software Testing Methodologies Professional Elective –IV: Human Computer Interaction Cyber Security & Cyber Laws Web Intelligence Applied Data Mining Professional Elective –IV: E-commerce & Digital Marketing Bio-Metrics Block Chain Technologies Drone Technologies Job Elective –III: Ethical Hacking NoSQL Databases Cloud Technologies Job Elective –IV: High Performance Computing Scala Programming Big Data Analytics Management Science Data Visualization Lab Industrial / Research Internship ( After third year)	Major Project & Internship (6 months) Seminar