The Professional Certification in Generative AI and Agentic AI by the Technology Innovation Hub at IIT Bombay is designed to develop practical expertise in building intelligent, production-ready AI applications.

The program begins with Python, statistics, machine learning, and deep learning fundamentals before progressing into Generative AI, large language models, prompt engineering, embeddings, vector databases, and Retrieval-Augmented Generation (RAG).

Learners then advance into AI agents, tool calling, memory, multi-agent systems, agent orchestration, LangGraph, MCP, and other modern agentic AI technologies. The program also covers AI application development, deployment, evaluation, monitoring, LLMOps, and enterprise AI workflows.

Through hands-on projects and assessments, learners gain the ability to design, develop, deploy, and optimize real-world Generative AI and Agentic AI solutions, preparing them for emerging roles in AI engineering, machine learning, data science, and intelligent application development.