How to Pursue B.Tech (Hons.) in CSE - Artificial Intelligence & Machine Learning: Entrance Exam, Scope and More

Worried about a well-paying job in AI? B.Tech (Hons.) in Computer Science Engineering, Artificial Intelligence and Machine Learning (CSE AI & ML), is among the rapidly emerging tech courses in India. It is a 4-year course (8 semesters) that gives you the skills to use machine learning algorithms, neural networks, data analytics, and real-life applications of AI. Now is the moment to begin with AI jobs with an average 30 percent growth a year. The following is your all-in-one guide to 2026, including eligibility, entrance examination, best colleges, fees, scope, and career advice.

Why to Pursue B.Tech CSE AI ML (Hons)?

AI is the driving force behind chatbots/models and self-driving vehicles, as well as medical diagnosis. Such honours programme is an extension of usual B.Tech CSE with other advanced courses such as deep learning, natural language processing, and AI ethics. Graduates receive 8-25 LPA initial salaries, positions in Google, Amazon, TCS, and startups. The Bengaluru, Hyderabad and Noida hubs record demand spikes, making this field a good career path to choose.

Eligibility Criteria

• Class 12th: Pass 10+2 with Physics and Mathematics mandatory and Chemistry / Biology / Biotech / any Vocational subject.
• Minimum Marks: 45% aggregate (40% in case of SC/ST/OBC/reserved category).
• Age: There is no age limit although merit seats should be applied at an earlier age.
• Good math (linear algebra, probability, calculus), an introduction to programming (Python), and problem-solving are the keys to success.

Admission 2026 Entrance Exams.

• Primary Exam: GCSET (Global Computer Science Entrance Test) -This exam is required for admission in affiliated colleges in India.
• What it Tests: Math aptitude, logical reasoning aptitude, physics aptitude, basic programmer aptitude, and AI concept aptitude.
• Exam Dates 2026: check the official portal for date.
• Mode: Online, MCQ-based (2 hours).
• Use of Scores: Guarantees admissions in the best AI/ML courses; the higher the rank, the better college selection.

Other ways for gaining admission include, JEE Main (NITs/IIITs/state quotas), State exams such as MHT CET, KCET, direct admission (20-30% seats) on 12 th marks/ interview.

Pro Tip: Study through NCERT books, Python practise (LeetCode), and practise using previous year question papers.

Top Colleges for B.Tech CSE AI ML (Hons) 

1. VIT University
2. K.R. Mangalam University
3. SRM University
4. Chandigarh University 
5. Dayananda Sagar University
6. Manipal Institute of Technology (MIT), Manipal
7. SRM Institute of Science and Technology, Chennai

Admission procedure Via Entrance Test

• Apply online (gcset.org or jeemain.nta.ac.in) 
• Appear & Qualify: Target good score.
• Counselling: enroll for counselling; select AI/ML college of your choice.
• Document Verification: submit 10 +2 marksheet, ID proof, caste certificate.
• Fee Payment: pay the provisional  admission  fee

Highlights of Curriculum 

• Year 1-2: programming, data structures, math of ML.
• Years 3-4: AI/ML fundamentals (TensorFlow, PyTorch, computer vision, NLP) + honours research project.
• Practical Focus: Internships, hackathons, industry capstone with partners.

Job description and Pay Scale of B.Tech CSE AI ML.

• Job roles: AI Engineer ( 10-20 LPA ), ML Developer ( 12-22 LPA ), Data Scientist ( 15-30 LPA ), Robotics Specialist.
• Best Recruiters: Infosys, Wipro, Accenture, IBM, start-ups such as Fractal Analytics.
• Expansion: 97% enrolment in leading colleges; further M.Tech/PhD to work in research jobs overseas (salaries in US are 100K and above).

2-Step for Success

• Learn: Python/R, libraries (Scikit-learn, Keras), cloud (AWS), soft (teamwork, ethics). 
• Certifications: Google AI, Coursera ML by Andrew Ng resumes are enhanced.

B.Tech (Hons.) CSE AI and ML through GCSET provides access to top AI jobs as soon as you gain expertise. So, if you love to code and wish to make full use of your innovative-mindset, take the entrance test and pursue the CSE course from the top colleges in India. Connect with us @9124573196 for free career consultation before enrolling for any entrance test.