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What is the IIT Jammu PG Certificate in AI-driven LLM, SLM & Agentic Development?
IIT Jammu PG Certificate in AI-driven LLM, SLM & Agentic Development is a short-term, industry-focused program designed to help participants build real-world generative AI systems. It covers the end-to-end lifecycle of modern AI systems, including working with large and small language models, RAG, and agentic AI frameworks.
The curriculum covers courses such as the foundations of NLP & ML, LLMs & Prompt Engineering, Sequence Models & Transformers, RAG Architecture, LLM/ SLM Engineering, Agentic AI & Production, and a Capstone Project. At the end of the program, participants will have a portfolio of 15+ Projects with live URLs, 3 HuggingFace SLMs, and 5+ multi-domain RAG Systems.
Updated Course Fees in 2026
Total Tuition Fee
₹ 84,000/-
Note: An 18% GST applies to the total program fee. The additional campus immersion fee is ₹ 10,000. Travel and accommodation expenses are also to be paid separately, directly to IIT Jammu.
IIT Jammu Recognition
As an Institute of National Importance under the Institutes of Technology Act, 1961, IIT Jammu stands among India’s leading centres for academic excellence and research. Its growing reputation is reflected in the following recognitions:
NIRF Ranked
IIT Jammu Rankings
Who is Eligible for this PG Certificate in AI-driven LLM, SLM & Agentic Development?
Educational Qualification
Candidates holding a B.Tech, B.E, BCA, M.Sc, MCA or equivalent degree are eligible to apply.
Grades
A minimum aggregate score of 50% in graduation or post-graduation is required.
Work Experience
The institute does not require any prior work experience.
Note: Python proficiency is mandatory. Candidates with an engineering, computer science, or related technical background with foundational exposure to computing are also eligible.
IIT Jammu PG Certificate in AI-driven LLM, SLM & Agentic Development Syllabus
Sample Certificate
Skills Gained through in AI-driven LLM, SLM & Agentic Development Certificate
With a strong emphasis on practical implementation, learners gain experience in building domain-specific models, designing intelligent retrieval systems, and deploying end-to-end AI solutions in real-world environments.
Understanding of transformer models, attention mechanisms, and LLM selection (GPT, Claude, Gemini).
Expertise in advanced prompting techniques like Chain-of-Thought, ReAct, and Tree-of-Thought.
Skills to build and fine-tune domain-specific models using LoRA and QLoRA.
Ability to design advanced RAG systems with vector databases and hybrid search.
Experience in deploying AI systems using APIs, Docker, cloud, and CI/CD tools.
Proficiency in building end-to-end AI systems with agent workflows and optimisation.
IIT Jammu Online Examination Process
The evaluation process focuses on deployment-based assignments that test practical skills. Learners work on building and implementing real-world AI solutions using LLMs, RAG, and agentic systems. This ensures they gain hands-on experience in developing production-ready applications. They are also required to maintain 75% attendance criterion to receive the certificate.
IIT Jammu: Financial Support
Easy EMI and loan facilities are provided by the partner institutions. IIT Jammu does not provide any financial support for this program.
PG Certificate in AI-driven LLM, SLM & Agentic Development Career Opportunities
Career opportunities after completing this program span across rapidly evolving AI and data-driven industries. With hands-on expertise in generative AI, RAG systems, and agentic workflows, learners can build intelligent applications, automation systems, and scalable AI solutions.
| Job Roles | Annual Average Salary |
|---|---|
| Generative AI Engineer | ₹10,00,000 – ₹15,00,000 |
| LLM Engineer | ₹9,00,000 – ₹14,00,000 |
| AI/ML Engineer | ₹8,00,000 – ₹15,00,000 |
| Data Scientist | ₹7,00,000 – ₹14,00,000 |
| AI Solutions Developer | ₹8,00,000 – ₹13,00,000 |
| NLP Engineer | ₹9,00,000 – ₹14,00,000 |
IIT Jammu Admission Process
IIT Jammu admission process for PG Certificate in AI-driven LLM, SLM & Agentic Development is simple and can be completed online. Applicants can take expert career counselling from CollegeSathi. Other than that, they can follow the online process outlined below:-
Application Submission
Fill out the online application with academic details and background.
Eligibility Screening
The faculty reviews the application to ensure that candidates meet the basic eligibility.
Appear for Pre-Screening Test
The institute conducts an online assessment to evaluate programming and reasoning readiness.
Offer Letter & Enrollment
IIT Jammu will send the admission offer to the shortlisted candidates.
Frequently Asked Questions
Yes, proficiency in Python is essential for the program, and it is a key component of the pre-screening assessment. Applicants are expected to be comfortable with core Python concepts and problem-solving.
Applicants must submit ID Proof (Aadhaar Card or PAN Card), DOB proof, Academic marksheets, degree certificate, resume, and Employment proofs (if applicable).
Students are required to maintain a minimum of 75% attendance and complete all project requirements to earn the certificate.
Students gain hands-on experience with 30+ industry-relevant tools across the AI stack, including LLM platforms like OpenAI GPT-4, Claude, and Gemini. They also work with RAG frameworks, vector databases, SLM training tools, agent frameworks, and deployment technologies such as Python, FastAPI, Docker, and GCP.
PG Certificate in AI-ML Engineering with LLM, SLM & Agentic Development is a 7 month program.
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