IIT KGP-Executive Post Graduation Certificate in Generative AI and Agentic AI

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.

Offered in collaboration with upGrad, this program goes beyond tutorials to give 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 deployment strategies that are portfolio-ready.

You will work across five modules covering core AI concepts, fine-tuning, production, evaluation, and agents. The program emphasizes practical application with live projects, performance metrics, and reliability-focused development, preparing you to take AI systems from concept to deployment.

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

• Specializations in Generative AI, Agentic AI, and fine-tuning

• Live sessions, doubt-clearing, and flexible online learning

• End-to-end deployment, monitoring, and reliability training

Capstone Highlights:

• Domain-Driven Problem Selection - Choose a real-world challenge across Healthcare, BFSI, Manufacturing, or related domains.
• Multi-Agent System Design - Architect autonomous agents capable of planning, reasoning, tool usage, and task execution, coordinated through robust agent workflows.
• End-to-End System Implementation - Build a complete agentic pipeline integrating data retrieval, decision logic, monitoring, and ethical safeguards.
• Evaluation & Performance Metrics - Measure system effectiveness using clear performance indicators, reliability checks, and operational considerations.
• Working Prototype & Technical Report - Deliver a fully functional prototype with a structured report covering architecture, implementation insights, results, and deployment considerations.

Who Should Enroll?

This program is ideal for professionals and enthusiasts who want to start or advance their career in Generative AI and Agentic AI. Whether you are building AI systems from scratch or aiming to deploy production-grade solutions, this program equips you with practical skills through real-world projects.

Ideal Learners:

• Software Engineers (3+ yrs): Learn to integrate advanced AI capabilities into production systems with our executive-level AI programs.

• ML / Data Practitioners (2+ yrs): Transform your experiments into reliable, real-world AI solutions through our practical AI courses.

• Technical Leads & Architects: Gain the skills to guide AI implementations and drive innovation within your teams.

• Entrepreneurs & Business Leaders: Explore how to create AI-powered products and bring new ideas to life.

• Career Changers & AI Enthusiasts: Build the expertise needed to step into AI roles and advance your career in this growing field.

What Will You Learn?

The Executive Post Graduate Certificate in Generative AI and Agentic AI from IIT Kharagpur takes you on an end-to-end journey to becoming a production-ready AI professional. You’ll gain hands-on expertise in designing, building, and deploying AI systems that go beyond experiments to real-world solutions.

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, Optimization & AI Safety: Take AI systems to production with model serving, monitoring, cost and latency optimization, and implement safety guardrails for responsible AI use.

Why Choose this Certification from IIT Kharagpur?

This Executive Post Graduate Certificate in Generative AI & Agentic AI from IIT Kharagpur combines world-class AI research with hands-on engineering to equip you with production-ready skills. Learn directly from faculty shaping the future of AI and build systems that go beyond experiments to real-world deployment.

Program Benefits:

• Research-Backed Curriculum: Learn from IIT Kharagpur faculty who publish in ICML, NeurIPS, ICCV, ACL, and IEEE Transactions. The curriculum reflects active research, not just tools or trends.

• 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 customize 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 organizations.

IIT Kharagpur: Legacy That Nurtures Excellence

India’s First IIT

Established in 1951, IIT Kharagpur is India’s oldest Indian Institute of Technology. For over seven decades, it has shaped engineers and researchers who lead innovation across industry, academia, and technology worldwide.

National and Global Standing

Ranked 5th in Engineering by NIRF 2025, IIT Kharagpur consistently ranked among Asia’s top universities by QS Asia Rankings.

Research That Drives Real-World Impact

Known for high-impact research and strong global citation performance, IIT Kharagpur plays a defining role in advancing areas such as artificial intelligence, computing, and emerging technologies.

Certification and Recognition

On completing the Executive Post Graduate Certificate in Generative AI and Agentic AI from IIT Kharagpur, you earn a prestigious qualification that demonstrates your expertise in building, deploying, and managing advanced AI systems.

This certificate signals to employers that you have been trained under a premier research institute and gained practical, production-ready AI skills.

You Will Receive:

• Certificate of Completion from IIT Kharagpur and upGrad: A globally recognized credential that strengthens your resume and validates your AI expertise.

• Access to Career Services: Support with portfolio building, interview preparation, AI-focused resume tips, and networking opportunities.

• Executive Alumni Status from IIT Kharagpur: Connect with a wide network of AI professionals, researchers, and industry leaders for lifelong learning and career growth.

Is This Certification Worth It?

Yes! The IIT Kharagpur Executive Post Graduate Certificate in Generative AI and Agentic AI teaches hands-on skills like LLM fine-tuning, RAG pipelines, and multimodal AI. With AI skills in huge demand, 93% of companies using GenAI and 65% of tech jobs requiring AI experience - this program can be a game-changer in 2026.

It helps you:

• Learn In-Demand AI Skills: Gain practical expertise in LLM fine-tuning, RAG pipelines, multimodal AI, and agentic AI workflows.

• Boost Career Growth: Certified professionals with AI deployment experience are highly sought after.

• Access Lucrative Jobs: GenAI and LLM skills offer competitive salary advantages.

• Enjoy Flexible Learning: Online, faculty-led sessions let you study while working.

• Build a Strong Network: Connect with IIT Kharagpur faculty, mentors, and peers in the AI ecosystem.

Top Career Opportunities And Job Roles

Completing the Executive Post Graduate Certificate in Generative AI & Agentic AI from IIT Kharagpur prepares you for high-growth roles across industries. You learn to build, deploy, and optimize AI-driven systems and workflows, making you job-ready from day one.

Top Job Roles You Can Pursue:

Source: Ambitionbox & Glassdoor

Industries Hiring Generative AI & Agentic AI Professionals

• Information Technology: AI systems, automation, and intelligent tools

• E-commerce: Personalized product recommendations, virtual shopping assistants

• Marketing & Advertising: Content generation, ad optimization, brand storytelling

• Finance & Banking: Risk modeling, report generation, AI-powered advisory

• Healthcare: Medical image synthesis, diagnostics, patient data analysis

• Media & Entertainment: Script generation, music creation, design automation

• Education & Research: AI tutoring systems, academic research assistants

Top Companies Hiring

Graduates with strong Generative AI and Agentic AI skills are in demand across startups, tech companies, and global enterprises.

Companies hiring certified AI professionals include:

• Google

• Microsoft

• Amazon

• Meta

• Deloitte

• Adobe

• Tata Digital

• Accenture

• Infosys

• Wipro