Marwadi University Rajkot B.Tech Computer Science and Engineering (Artificial Intelligence & Machine Learning): Fees 2026, Course Duration, Dates, Eligibility

Ans. B.Tech CSE is the core Computer Science and Engineering program covering programming, data structures, algorithms, databases, operating systems, and software engineering. B.Tech CSE (AI&ML) is a specialized variant that includes all core CSE subjects plus dedicated AI and ML courses across all 8 semesters, covering machine learning algorithms, deep learning, neural networks, natural language processing, computer vision, and data science. The AI&ML specialization at MU is offered in collaboration with IBM, providing additional industry certifications and exposure. Both programs have the same fee structure (Rs. 77,500/semester) and eligibility criteria.

Ans. JEE Main is not strictly mandatory for direct admission to Marwadi University. MU accepts both JEE Main and GUJCET scores for merit-based admission. Students who have not appeared in JEE Main or GUJCET can also apply directly to MU based on their 12th board marks. However, for admission through ACPC (Gujarat state counselling), a valid GUJCET or JEE Main score is required. Having a good JEE Main or GUJCET score also makes students eligible for merit-based scholarships.

Ans. Marwadi University has invested significantly in AI and ML infrastructure. The campus is Gujarat's first AI-enabled campus powered by NVIDIA, with a High-Performance Computing Facility (Supercomputer) awarded by the Government of Gujarat. The Computer Engineering department has dedicated AI/ML labs, data science labs, programming labs, and computer architecture labs. Students also have access to Coursera partnership for online learning, IBM collaboration for AI/ML training, and a fully functional incubation center for startup projects.

Ans. MU has a strong placement record with 500+ recruiting companies and 3,000+ industry associations. The highest salary package offered is Rs. 34.5 LPA (at Amazon), and 1,000+ students have received packages of Rs. 5 LPA and above. Key recruiters include TCS, Reliance Industries, Google, Tech Mahindra, HDFC Bank, Flipkart, SP Global, Zomato, and Fintech Global Center. AI/ML graduates are in high demand for roles such as AI/ML Engineer, Data Scientist, Software Developer, Cloud Engineer, and Research Scientist.

Ans. Branch change policies at MU are governed by the university's academic regulations. Generally, branch changes are considered after the first year based on academic performance (CGPA) and seat availability in the desired branch. Students interested in switching should contact the academic office after their first-year results. It is advisable to confirm the branch change policy directly with MU's admissions office before applying, as policies may be updated each academic year.

Ans. ACPC (Admission Committee for Professional Courses) is the Gujarat state body that manages centralized counselling for engineering admissions in Gujarat. Students with valid GUJCET or JEE Main scores register on the ACPC portal, fill in their college and branch preferences, and are allotted seats based on merit and availability. Marwadi University is a private university in Gujarat and participates in the ACPC process. Students can also apply directly to MU outside of ACPC for management quota seats. ACPC counselling for the 2026-27 batch is expected to begin in June-July 2026 after GUJCET results are declared.