Institute of Technology, Nirma University Ahmedabad B.Tech {Lateral} Artificial Intelligence and Machine Learning: Fees 2026, Course Duration, Dates, Eligibility

Ahmedabad, GujaratEstd 1995NAAC Grade A+ 3.3
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Content Curator | Updated on - Jul 19, 2026

The B.Tech Lateral Entry programme in Artificial Intelligence and Machine Learning (AI & ML) at the Institute of Technology, Nirma University, Ahmedabad is a 3-year full-time on-campus programme (Semesters III to VIII) designed for diploma holders who wish to upgrade to a degree-level qualification in one of the most in-demand technology fields. The programme covers core areas such as machine learning algorithms, deep learning, natural language processing, computer vision, data science, neural networks, and AI applications, with a strong foundation in programming, mathematics, and statistics. The total intake for B.Tech CSE (AI & ML) is 60 seats (15 State Quota ACPC + 36 All India + 9 NRI/NRI-Sponsored), with lateral entry seats governed by ACPC, Government of Gujarat via the DDCET. Fees for the All India category are Rs. 2,75,000 per annum, making the total programme cost approximately Rs. 8,51,700 (excluding refundable security) over 3 years. The programme is highly popular among diploma engineers seeking careers in data science, AI engineering, and software development.

Admissions for the 2026-27 academic year are currently in progress. The DDCET-2026 registration window opened on February 9, 2026 and closes on March 30, 2026. The DDCET exam is scheduled for April 26, 2026. Candidates must apply separately to ACPC, Government of Gujarat via the official portal (gujacpc.admissions.nic.in). Seat allotment and counselling rounds are expected to be conducted from June to August 2026, based on the previous year's schedule.

Key Points:

  • Lateral entry students are admitted directly into Semester III (Second Year) of the B.Tech programme, saving one year compared to the regular 4-year route.
  • Students admitted through lateral entry must clear three mandatory pre-requisite courses prescribed by the Institute: Computer Programming, Foundation Mathematics I, and Foundation Mathematics II.
  • All B.Tech programmes at ITNU are accredited by the National Board of Accreditation (NBA) under Tier-I category.
  • The programme is housed under the Department of Computer Science and Engineering, which has a dedicated Centre of Excellence in Data Science in collaboration with SUNY Binghamton University, New York, USA.
  • The institute has a Supercomputer facility (Param Shavak, designed by C-DAC) and three dedicated servers with NVIDIA GPU cards for machine learning and high-performance computing.
  • Students can pursue interdisciplinary minor specialisations in Marketing, Finance, Robotics, and Entrepreneurship alongside the core AI & ML curriculum.
  • The NU-NVIDIA Edge AI Lab, established in collaboration with NVIDIA, provides students access to cutting-edge AI hardware and tools.
  • The 85% attendance requirement applies strictly to both lectures and lab sessions.
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ITNU B.Tech (AI & ML) Lateral Fees

The fee structure for B.Tech Lateral Entry (AI & ML) at Nirma University follows the same structure as the regular B.Tech programme, since lateral entry students join from Semester III. For the All India category, the tuition fee is Rs. 2,75,000 per annum, while ACPC State Quota students pay Rs. 2,05,000 per annum (Rs. 1,02,500 per semester). The total programme cost over 3 years (6 semesters) for All India category students is approximately Rs. 8,51,700 excluding the refundable security deposit.

Fee Structure

CategoryPer AnnumTotal (3 Years)
All IndiaRs. 2,75,000Rs. 8,51,700
ACPC State QuotaRs. 2,05,000Rs. 6,31,700
  • The Refundable Security Deposit of Rs. 7,000 is fully refundable at the time of leaving the institute.
  • Total fees excluding refundable security: All India Category - Rs. 8,51,700; ACPC State Quota - Rs. 6,31,700.
  • One-time fees (Enrollment, Orientation Kit, Alumni Membership) are charged only once during the programme.
  • Examination fee of Rs. 7,000 per annum is charged each year.
  • Fees are subject to approval by the Government of Gujarat and may be revised.
  • All payments must be made via Demand Draft / At Par Cheque / Local MICR Cheque as per CTS-2010 norms, in favour of "Institute of Technology, Nirma University, Ahmedabad."
  • Hostel facility is NOT available for B.Tech (including lateral entry) male students on campus. Female students are provided on-campus hostel accommodation on a 100% basis. Male students need to arrange off-campus accommodation independently.
  • No EMI facility is officially mentioned; payment is typically made semester-wise.
  • Eligibility certificate fee (if required): Rs. 1,000 (additional, if applicable).

ITNU B.Tech (AI & ML) Lateral Admission 2026

Admissions to the B.Tech Lateral Entry (AI & ML) programme at Nirma University are primarily conducted through ACPC, Government of Gujarat, via the DDCET (Diploma to Degree Common Entrance Test). The DDCET-2026 registration is currently open and closes on March 30, 2026. Candidates must register on the ACPC portal and appear for the DDCET exam on April 26, 2026. Seat allotment is done through online counselling rounds conducted by ACPC after the results are declared. As per AICTE rules, Diploma Engineering candidates from any branch can apply to AI & ML; merit is based on DDCET-2026 score.

Important Dates

EventDate
DDCET-2026 Registration OpensFebruary 9, 2026
DDCET-2026 Registration ClosesMarch 30, 2026
Admit Card DownloadApril 18, 2026 onwards
DDCET ExamApril 26, 2026
Seat Allotment & CounsellingJune to August 2026

The dates mentioned above are tentative and subject to change.

Eligibility Criteria

  • Candidate must have passed a Diploma in Engineering from the Technical Examination Board (TEB), Gujarat or a recognised Board/University/Institute approved by AICTE and situated in Gujarat State, with the minimum aggregate marks as prescribed by AICTE for lateral entry.
  • Diploma holders from other states are eligible only for 5% Government seats (as per AICTE norms).
  • B.Sc. / Diploma Vocational candidates are also eligible as per AICTE norms.
  • Candidates with backlog subjects or awaiting results can also apply for the DDCET; however, admission confirmation is subject to clearing all backlogs as per ACPC rules.
  • As per AICTE rules, Diploma Engineering candidates from any branch can apply to AI & ML; merit is based on DDCET-2026 score.

Admission Process

  • Register on the ACPC portal (gujacpc.admissions.nic.in) and pay the registration fee of Rs. 250 (non-refundable).
  • Download the admit card from April 18, 2026 onwards and appear for the DDCET-2026 exam on April 26, 2026.
  • After result declaration, register for ACPC online counselling and fill in college/branch choices.
  • Participate in seat allotment rounds; accept the allotted seat and pay the token tuition fee online to confirm admission.
  • Report to the Institute of Technology, Nirma University with all required original documents for document verification and final admission confirmation.
  • Clear the three mandatory pre-requisite courses (Computer Programming, Foundation Mathematics I, Foundation Mathematics II) as prescribed by the institute.

ITNU B.Tech (AI & ML) Lateral Scholarships 2026

The Institute of Technology, Nirma University offers a comprehensive range of scholarships for undergraduate students, including lateral entry students, to support meritorious and financially needy students. Scholarships are renewed annually based on academic performance (minimum PPI of 7.0) and overall conduct. The MYSY (Mukhyamantri Yuva Swavalamban Yojana) scholarship by the Government of Gujarat is also applicable for eligible students admitted through ACPC.

  • Scholarship renewal is subject to maintaining a minimum PPI (Performance Point Index) of 7.0, fulfilling minimum attendance requirements, and not using unfair means in examinations.
  • NITAA Alumni Scholarship requires a PPI of 7.5 and the student must not be receiving any other scholarship.
  • MYSY students are also eligible for the Merit-cum-Means scholarship, which provides support for examination fees, books and stationery, transport fees, and more, up to a maximum of Rs. 50,000 per annum.
  • The Earn While You Learn scheme requires students to work a maximum of 10 hours per week in an assigned section of the university.
  • All scholarship applications must be submitted within the deadlines announced by the institute each academic year.

ITNU B.Tech (AI & ML) Lateral FAQs

Q1. I have a Diploma in Mechanical Engineering. Can I apply for B.Tech Lateral Entry in AI & ML at Nirma University?

Ans. Yes. As per AICTE rules, Diploma Engineering candidates from any branch can apply to any Degree Engineering discipline, including AI & ML, through the ACPC DDCET process. The merit list is prepared based on the DDCET-2026 score, not the diploma branch. However, since AI & ML is a highly programming and mathematics-intensive programme, students from non-IT diploma backgrounds should be prepared to invest extra effort in the pre-requisite courses and core subjects from Semester III onwards.

Q2. What is the difference between B.Tech CSE and B.Tech CSE (AI & ML) at Nirma University for lateral entry students?

Ans. B.Tech CSE is a broader programme covering all aspects of computer science including software engineering, databases, networks, and algorithms. B.Tech CSE (AI & ML) is a more specialised programme with a focused curriculum on machine learning, deep learning, computer vision, NLP, and AI applications. Both are housed under the CSE department. For lateral entry students, the AI & ML programme offers a more industry-aligned specialisation in the rapidly growing AI sector, while CSE offers broader career options.

Q3. Does Nirma University have dedicated AI/ML infrastructure for students?

Ans. Yes. Nirma University has significant AI/ML infrastructure including a Supercomputer facility (Param Shavak, designed by C-DAC), three dedicated servers with NVIDIA GPU cards (K-20, K-40, K-80, P-100), a NU-NVIDIA Edge AI Lab established in collaboration with NVIDIA, and a Centre of Excellence in Data Science in collaboration with SUNY Binghamton University, New York. These facilities are available to all students including lateral entry students.

Q4. Is hostel accommodation available for B.Tech lateral entry male students at Nirma University?

Ans. No, on-campus hostel accommodation is NOT available for B.Tech (including lateral entry) male students at Nirma University. Hostel facility on campus is available only for female students on a 100% basis. Male students need to arrange their own off-campus accommodation. The institute provides a bus transport facility from various routes in Ahmedabad on a payment basis.

Q5. What is the DDCET exam pattern and when is the last date to register for 2026?

Ans. DDCET (Diploma to Degree Common Entrance Test) is a Paper-Based Test (PBT) with 100 questions carrying 200 marks, to be completed in 150 minutes (2.5 hours). It has two papers: BE 01 (Basics of Science and Engineering - 50 questions) and BE 02 (Aptitude Test - Mathematics and Soft Skill - 50 questions). Each correct answer carries 2 marks, and there is a negative marking of -0.5 marks for each wrong answer. The last date to register for DDCET-2026 is March 30, 2026, and the exam is scheduled for April 26, 2026.

Q6. What career opportunities are available after completing B.Tech (Lateral Entry) in AI & ML from Nirma University?

Ans. Graduates of B.Tech AI & ML from Nirma University can pursue careers as Machine Learning Engineers, Data Scientists, AI Researchers, Computer Vision Engineers, NLP Engineers, and Software Developers. The CSE department at ITNU has a 96% placement rate (2023-24) with the highest package of Rs. 52.25 LPA. Top recruiters include Google, Amazon, Microsoft, Infosys, TCS, Wipro, Cognizant, and many AI-focused startups. Students can also pursue MS programmes at partner universities in the USA, Canada, and Australia through the institute's pre-approved admission programmes.

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