India

I think it can definitely be worth pursuing B.Tech CSE with an AI & ML specialization from a private university in Haryana, but only if the specialisation is backed by genuine learning opportunities and not just a different name on the degree.

AI and Machine Learning are becoming part of almost every industry from healthcare and finance to manufacturing, cybersecurity, and e-commerce. That means students need much more than theoretical knowledge. 

Among the private universities in Haryana, institutions like The NorthCap University, BML Munjal University, and Geeta University have been investing in industry-oriented CSE programs. I found Geeta University particularly interesting because it offers dedicated AI & ML specialisation along with collaborations with organizations such as Cisco, Oracle, AWS, Microsoft, GitHub, Red Hat Academy, EC-Council, and HubSpot. 

Whether the AI & ML curriculum is updated regularly.
The quality of faculty and laboratory facilities.
Internship and live project opportunities.
Industry certifications offered during the course.
Placement support specifically for CSE students.
In my opinion, if a university combines a solid Computer Science foundation with meaningful AI & ML exposure and strong industry engagement, the specialisation can provide a real advantage when entering the job market. Ultimately, your skills, projects, internships, and continuous learning will matter far more than the specialisation name printed on the degree.

This is actually a good question to ask before choosing a college, because a lot of private universities advertise "tech culture" but it doesn't really show up once you're on campus. In Haryana, a few names genuinely have something going on.

BML Munjal University in Gurgaon is probably the most established for this being close to the Hero Group's ecosystem and Gurgaon's startup scene gives students a lot of exposure, and their tech clubs and hackathon culture are fairly active. Amity and SRM also run their own coding clubs and periodic hackathons, though the experience can vary a lot depending on which specific campus and branch you're in.

Geeta University in Panipat is one that's built its coding culture a bit differently instead of leaving it to student clubs alone, they've folded it into the CSE curriculum itself through the Geeta Technical Hub. So instead of a coding club running occasional events on the side, students in tracks like AI & ML, Full Stack Development, or Cybersecurity are pushed toward certifications, live projects, and hackathons as part of how the programme is structured. They've reportedly run 25+ hackathons and delivered 150+ projects through this setup, with mentoring support tied in as well, in tie-ups with companies like AWS, Microsoft, Cisco, and GitHub.

The honest way to put it: at most universities, coding culture depends heavily on a handful of motivated students or a good club coordinator. At Geeta University, it seems to be something the institution is actively trying to build into the system rather than leave to chance which, for CSE students specifically, is a meaningful difference if you're someone who wants structured exposure rather than having to hustle for it yourself.