B.Tech in AI

Bachelor of Technology in Artificial Intelligence at PUSAT

The Bachelor of Technology in Artificial Intelligence is a four-year undergraduate program offered by Purbanchal University School of Science and Technology (PUSAT) in Biratnagar, Morang. The program operates under the Faculty of Science and Technology of Purbanchal University.

The eight-semester curriculum begins with programming, mathematics, digital logic and introductory artificial intelligence before moving into databases, algorithms, data science, machine learning, image processing, natural language processing, cloud computing and other specialized subjects. Project work starts in the second semester and continues throughout the remaining semesters, alongside an internship and a professional project in the final year.

Quick Highlights

Eligibility for BTech in Artificial Intelligence

The minimum eligibility criteria effective from the 2082-2083 intake provide several routes for applicants.

Applicants may qualify after Grade XII with Physics, Chemistry and English together with Biology, Mathematics or Computer Science, with a GPA of 2.00 or at least 45 percent marks.

The criteria also include:

• +2 Science, I.Sc. or PCL with Physics, Chemistry and English together with Biology, Mathematics or Computer Science, with a GPA of 2.00 or 45 percent marks.

• Diploma in Engineering or equivalent with the specified subjects and a GPA of 2.00 or 45 percent marks.

• A Level with Physics, Chemistry and English together with Biology, Mathematics or Computer Science, with a GPA of 2.00 or 45 percent marks.

Applicants must also pass the entrance examination conducted by Purbanchal University.

Duration and Academic Requirements

The program extends over eight semesters, covering four academic years. English is the medium of instruction and examination.

Students must maintain at least 80 percent attendance in lectures, tests and tutorial classes to qualify for the final examination of a subject.

Academic performance is evaluated through continuous assessment and end-semester examinations. For courses combining theory and laboratory or practical work, the distribution is 20 percent internal assessment, 20 percent practical and 60 percent final examination. Pure theory courses use 20 percent internal assessment and 80 percent final examination, while laboratory courses use continuous internal evaluation and a final viva.

BTech AI Curriculum

First Year

The first semester introduces the mathematical, technical and communication areas needed for later study. Subjects are:

• Introduction to Programming

• Digital Logic

• Calculus

• Introduction to Artificial Intelligence

• Technical Report Writing and Presentation

• Society and Professional Ethics

The second semester includes:

• Object Oriented Programming

• Artificial Intelligence and Intelligent Systems

• Microprocessor and Assembly Language

• Probability and Statistics

• Linear Algebra

• Project I

Second Year

Semester III moves into core computing systems and software subjects:

• Database Management System

• Data Structure and Algorithm

• Computer Organization

• Operating System

• Differential Equations

• Project II

Semester IV includes:

• Numerical Methods

• Computer Networks

• Design and Analysis of Algorithms

• Programming for AI (Tools, Techniques and Libraries)

• Introduction to Data Science

• Project III

Third Year

The third year brings more specialized artificial intelligence subjects.

Semester V includes Machine Learning, Optimization Techniques, Embedded Systems, Pattern Recognition and Image Processing, Data Warehousing and Mining, and Project IV.

Semester VI includes Object Oriented Software Engineering, Computer Vision, Deep Learning, Speech and Natural Language Processing, Research Methods, and Project V.

Fourth Year

Semester VII includes:

• Internship

• Reinforcement Learning

• Cloud Computing

• Project VI

The eighth semester includes IoT for Smart City, two elective courses and a Professional Project.

Project Work and Internship

Project work begins in the second semester and continues during the remaining semesters. Students apply concepts from their courses through project planning, research, teamwork, implementation, assessment, report writing and presentation.

Projects are undertaken in groups of up to three students under the guidance of a group advisor.

The seventh semester also includes an internship carrying three credits, with practical and field work. The final semester concludes with a Professional Project.

Elective Courses

The final-semester curriculum allows students to select two electives. The available areas include:

• Computer Vision: Image and Video Processing, Surveillance Video Analytics, People Detection and Bio-metric Recognition

• Mathematics: Introduction to Statistical Learning, Optimization Methods in Machine Learning/Convex Optimization, Kernel Methods, Bayesian Data Analysis

• Computing/IoT: Smart Product Development, Predictive Analysis and IoT, Modeling & Simulation, Pervasive Computing

• Data Science: Fundamentals of Big Data Analytics, Data Analysis and Visualization, Business Intelligence, Social Media Analytics

Academic Assessment and Grading

The program uses letter grades A+, A, B+, B, C, D, F and I. A+ represents a grade value of 4.00, while F carries 0.00.

The regulations require students to maintain a cumulative grade point average of 2.0 or above during the study period.

Further Study Options

After completing the program, graduates may pursue postgraduate study in areas identified in the academic regulations, including:

• Master of Technology in Artificial Intelligence

• Master of Science in Artificial Intelligence

• Master of Computer Application

• Master of Information Technology

• Master of Science in Computer Science

• Master of Science in Computer Information Systems

• Master of Business Administration

BTech AI at PUSAT

PUSAT offers 48 seats in the Bachelor of Technology in Artificial Intelligence program. The institution's academic setting includes computer laboratories, library resources, broadband internet, science laboratories and project space.

These facilities are relevant to a curriculum containing programming laboratories, project courses, an internship and practical components across several technical subjects.

Frequently Asked Questions

What is the duration of BTech in Artificial Intelligence at PUSAT?

The program runs for four academic years and is divided into eight semesters.

How many seats are available for BTech in Artificial Intelligence at PUSAT?

The program has 48 seats.

What subjects are required for BTech AI eligibility?

The 2082-2083 criteria require Physics, Chemistry and English together with Biology, Mathematics or Computer Science under the applicable Grade XII, +2 Science, I.Sc., PCL, diploma or A Level route.

Is an entrance examination required?

Yes. Applicants must pass the entrance examination conducted by Purbanchal University.

Does the BTech AI program include project work?

Yes. Project work begins in the second semester and continues through the later semesters. The final year also includes an internship and Professional Project.

Does the curriculum include Machine Learning?

Yes. Machine Learning is included in Semester V, while later study includes Reinforcement Learning and other specialized artificial intelligence subjects.

Are elective subjects included?

Yes. Semester VIII includes two electives selected from areas covering image processing, statistical learning, computing, IoT and data science.

What is the attendance requirement?

Students must maintain at least 80 percent attendance in lectures, tests and tutorial classes to qualify for the final examination of a subject.