Bachelor of Technology (B.Tech.) CSE in Artificial Intelligence and Machine Learning Course at D. Y. Patil Agriculture and Technical University, Kolhapur Syllabus & Subjects Semester Wise

B.Tech CSE in Artificial Intelligence and Machine Learning Syllabus

Delve into the program's curriculum, covering artificial intelligence, machine learning, deep learning, and data science, equipping students with expertise in these transformative technologies.

Syllabus and subjects in B.Tech CSE in Artificial Intelligence and Machine Learning

A Bachelor of Technology (B.Tech) program in Computer Science and Engineering (CSE) with a specialization in Artificial Intelligence and Machine Learning (AI/ML) offers a comprehensive curriculum that combines core computer science concepts with advanced topics in AI and ML. The B.Tech CSE in AI/ML syllabus typically includes foundational courses in mathematics, programming, data structures, and algorithms, providing students with a solid computational foundation. As students progress, they delve into specialized subjects like machine learning, deep learning, natural language processing, computer vision, and reinforcement learning. Practical experience is gained through hands-on projects and internships, often involving the development of AI/ML models and applications. Graduates of this program are well-prepared for careers in AI/ML research, data science, and the development of AI-driven solutions for a wide range of industries, making them valuable contributors to the rapidly evolving field of artificial intelligence.

Year 1st OR 1st and 2nd Semester Syllabus of Bachelor of Technology (B.Tech.) CSE in Artificial Intelligence and Machine Learning

S.No	Subjects
1	Linear Algebra and Differential Calculus
2	Applied Physics
3	English
4	Programming for Problem Solving
5	Engineering Graphics
6	Differential Equations and Vector Calculus
7	Engineering Chemistry
8	Data Structures

Year 2nd OR 3rd and 4th Semester Syllabus of Bachelor of Technology (B.Tech.) CSE in Artificial Intelligence and Machine Learning

S.No	Subjects
1	Digital Logic Design
2	Object Oriented Programmin g in C++
3	Probability and Statistics
4	Discrete Mathematics
5	Database Management Systems
6	Computer Organization
7	Operating Systems
8	Economics and Accounting for Engineers
9	Java Programming
10	Design and Analysis of Algorithms
11	Lab Work

Year 3rd OR 5th and 6th Semester Syllabus of Bachelor of Technology (B.Tech.) CSE in Artificial Intelligence and Machine Learning

S.No	Subjects
1	Computer Networks
2	Data Warehousing and Data Mining
3	Artificial Intelligence
4	Machine Learning
5	Big Data Analytics
6	Software Engineering