The institution uses a CGPA grading system similar to IIT Kanpur, where grades are given selectively, with only the top 3-4% of students receiving an 'A'. This rigorous grading can result in students who perform well ending up with a 'C' grade. It's common for 2 to 6 or more students to fail exams, especially in the first two years. The curriculum for Computer Science and Engineering (CSE) and Artificial Intelligence (AI) is current and well-designed.
The college attracts a variety of companies for placements in both tech and non-tech fields. Some positions offer salaries up to 6 lakhs per annum, although some come with contractual obligations. In 2021, the tuition fee for the first AI batch was 94,000 INR, which increased to 110,000 INR for students starting in their second year. Scholarships are available based on caste categories: OBC and general category students can receive approximately 54,000 INR, while SC and ST students receive full tuition fee coverage at 94,000 INR.

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