29/01/2026
What is the Executive Post Graduate Certificate in Generative AI & Agentic AI from IIT Kharagpur?
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The Executive Post Graduate Certificate in Generative AI & Agentic AI from IIT Kharagpur is a 32-week, industry-focused program designed to equip professionals with the skills to build and deploy production-grade AI systems.
Hands-on experience in real-world AI projects, including Generative AI models and Agentic AI systems. You’ll gain expertise in LLMs, multi-agent workflows, and portfolio-ready deployment strategies.
Program Highlights:
India’s first IIT credential in Generative & Agentic AI
Hands-on experience with 5 production-grade AI projects
Capstone projects with real-world agent workflows
Career mentorship and 1:1 expert guidance
Specialisations in Generative AI, Agentic AI, and fine-tuning
Live sessions, doubt-clearing, and flexible online learning
End-to-end deployment, monitoring, and reliability training
Key Learning Outcomes:
Foundations of GenAI & LLMs: Understand how large language models work, including deep learning essentials, transformers, embeddings, and selecting the right model for your use case.
Advanced Prompting & RAG Systems: Design retrieval-aware prompts and build enterprise-grade RAG pipelines with hybrid search, re-ranking, and evaluation for production-ready AI implementations.
LLM Fine-Tuning & Alignment: Learn when to fine-tune versus using prompting or RAG, implement PEFT methods like LoRA/QLoRA, and measure performance improvements.
Multimodal & Agentic AI: Build beyond chatbots by creating vision-language systems and intelligent agents that plan, use tools, coordinate tasks, and execute workflows.
Deployment, Optimisation & AI Safety: Take AI systems to production with model serving, monitoring, cost and latency optimisation, and implement safety guardrails for responsible AI use.
Program Benefits:
Research-Backed Curriculum: Learn from IIT Kharagpur faculty who publish in ICML, NeurIPS, ICCV, ACL, and IEEE Transactions.
100% Faculty-Led Learning: All live sessions are conducted by IIT Kharagpur professors - no outsourced instructors, ensuring deep academic and practical expertise.
End-to-End AI Engineering: Build, fine-tune, serve, and monitor LLMs and agentic AI systems with a focus on latency, cost, reliability, and safety.
Advanced Fine-Tuning Techniques: Master PEFT, LoRA, and QLoRA to customise large language models for your use cases and evaluate improvements confidently.
Beyond Chatbots to Agentic AI: Design intelligent agents and multimodal systems that plan, use tools, coordinate tasks, and execute workflows reliably.
Career-Ready Skills: Gain hands-on experience with real-world projects and workflows, preparing you to lead AI initiatives in organisations.
Certification and Recognition
On completing the Executive Post Graduate Certificate in Generative AI and Agentic AI from IIT Kharagpur.
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