Certificate in Agentic AI
Course Details
Course Curriculum & Description
What You Will Learn
- Foundations of Agentic Systems and LLMs
- Python
- AsyncIO and API interactions
- Prompt engineering and structured outputs
- Agent workflows
- tool use and function calling
- RAG
- vector databases and GraphRAG
- Model Context Protocol (MCP)
- LangGraph and CrewAI
- Planning
- reasoning and decision-making
- ReAct
- Chain-of-Thought and reflection
- Reinforcement learning and DSPy
- Multi-agent communication and coordination
- Human-in-the-loop workflows
- Prompt injection defense and guardrails
- Monitoring
- evaluation and observability
- Deployment using FastAPI
- Streamlit and Docker
Course Prerequisites
Basic familiarity with Python and software/technology concepts is recommended. The curriculum includes a Python refresher covering concurrency and API interactions.
Course Highlights
5 Months Online, Weekly Live Sessions from IIT Bombay CSE Faculty, Hands-on Labs and Projects, IIT Bombay Campus Immersion, Industry-Relevant Agentic AI Tools, Dedicated Programme Manager Support, Certificate of Completion from IIT Bombay