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Bachelors of Science in Artificial Intelligence & Machine Learning (Bsc AI ML)

FIRST YEAR ( Semester I, Semester II)

SEMESTER I :

Component	Course Name	Credits
Major Core (10 Cr)	Introduction to Artificial Intelligence	02
	Programming Fundamentals (Python)	02
	C Programming	02
	Python Programming Laboratory	02
	C Programming Laboratory	02
Open Elective	Digital Skills & Problem Solving	02
VSC/SEC (4 Cr)	Communication & Business Skills	02
VSC/SEC (4 Cr)	Digital Productivity & Career Development	02
AEC/VEC/IKS	English for Communication-I	02
AEC/VEC/IKS	Indian Knowledge System	02
OJT, FP, CC	Co Curricular/Project Work	02

SEMESTER II :

Component	Course Name	Credits
Major Core (10 Cr)	Applied Machine Learning	02
	Advanced Programming (OOP with C++)	02
	C++ Programming Laboratory	02
	DBMS Laboratory	02
	Database Management Systems (DBMS)	02
Minor (2 Cr)	Networking Fundamentals	02
Open Elective	Data Visualization Techniques	02
VSC/SEC (4 Cr)	Professional Skills Development	02
VSC/SEC (4 Cr)	Vocational Training: Full-Stack Development (HTML & CSS Basics)	02
AEC/VEC	English for Communication-II	02
OJT, FP, CC	Co-Curricular/Project Work	02

SECOND YEAR ( Semester III, Semester IV)

SEMESTER III :

Component	Course Name	Credits
Major Core (6 to 8 Cr)	Introduction to Machine Learning	02
	Data Structures and Algorithms for AI	02
	Machine Learning Laboratory	02
	Data Structures and Algorithms Laboratory	02
Minor (4 Cr)	Operating Systems	02
Minor (4 Cr)	Data Mining	02
Open Elective	Data Visualization Techniques	02
Open Elective	Digital Skills for the Workplace	02
VSC/SEC (6 Cr)	R-Programming	02
AEC/VEC	Communication Skills Development	02
Practical Training	Field Project: Machine Learning App	02

SEMESTER IV :

Component	Course Name	Credits
Major Core (6 to 8 Cr)	Neural Networks and Deep Learning	02
	Computer Vision	02
	Deep Learning Laboratory	02
	Computer Vision Laboratory	02
Minor (4 Cr)	Big Data & Distributed AI	02
Minor (4 Cr)	Software Engineering Principles	02
Open Elective	Business Communication	02
Open Elective	Introduction to Entrepreneurship	02
VSC/SEC (6 Cr)	Version Control Systems (Git & GitHub)	02
AEC/VEC	Professional AI Ethics and Regulations	02
Practical Training	Applied AI Project	02

1. Third year
  1. Semester 5

Component	Course Name	Credits
Major Core (8 Cr)	Cloud Computing	02
	Distributed AI Systems	02
	Cloud Laboratory	02
	Reinforcement Learning Laboratory	02
	Reinforcement Learning	02
Major Elective (4 Cr)	Data Analysis & Visualization	02
	Data Analysis & Visualization Laboratory	02
	OR
	Big Data Analytics	02
	Big Data Analytics Laboratory	02
	Software Project	02

Minor (4 Cr)	Management
Minor (4 Cr)	Advanced Statistics	02
Vocational Training	Vocational Training: AI Deployment	02
Field Project	Field Project: AI Cloud Application	02

1. 1. Semester 6

Component	Course Name	Credits
Major Core (8 Cr)	Data Science	02
	Data Science Laboratory	02
	Django	02
	Django Laboratory	02
	Digital Marketing	02
Major Elective (4 Cr)	Go Programming	02
Major Elective (4 Cr)	Go Programming Laboratory	02

	OR
	Power BI	02
	Power BI Laboratory	02
Minor (4 Cr)	Object-Oriented Software Engineering	02
Minor (4 Cr)	Advanced Optimization Methods	02
Internship	Industry/Research Internship	04