AI & Machine Learning
Agentic AI – LangChain, LangGraph
A hands-on program focused on building agentic AI systems. You will learn the core concepts of LangChain and LangGraph, build retrieval-augmented generation pipelines, design stateful multi-agent workflows, and automate real business processes with n8n.
- Duration
- 8 weeks
- Level
- Advanced
- Modules
- 2
Outcomes
What you'll learn
- Build RAG pipelines with vector databases and LangChain components
- Design stateful, multi-step agent workflows using LangGraph
- Orchestrate multi-agent systems with tool-calling and conditional routing
- Trace, debug, and evaluate LLM application behaviour
- Automate real workflows by connecting n8n to LLMs and databases
- Deploy self-hosted automation workflows with n8n
Prerequisites
- Confident Python
- Prior experience calling an LLM API
- Basic understanding of REST APIs
Tools & technologies
- Python
- LangChain
- LangGraph
- n8n
- FAISS
- Chroma
- Pinecone
- LangSmith
Learning format
Live online sessions, twice weekly, plus recorded replays. Expect 8–10 hours per week, including live sessions, guided practice and project work reviewed by the instructor.
Curriculum
2 modules, in sequence
Expand a module to see its topics, project and estimated duration.
What you will build
Learn by building.
Each project produces working software you can run, explain and show to an employer.
RAG-powered agent
A LangChain/LangGraph application that retrieves from a vector store and answers questions with citations.
- LangChain
- LangGraph
- FAISS
You can ground an LLM's answers in a private knowledge base.
Automated AI workflow
An n8n workflow that triggers from events, calls an LLM, and routes results to the right system.
- n8n
- OpenAI API
You can automate a business process without writing a full backend.
Instructor
Who is teaching this program
We publish instructor profiles rather than anonymous mentor cards. The named instructor for the next cohort of this program is confirmed before enrolment — ask an advisor and we will tell you exactly who will teach you and what their background is.
FAQ
Before you enrol
The answers that matter most for this program. The full list is on the homepage.
Ready to build your next skill?
Speak with an advisor and find the learning path that matches your current skills, goals and experience. If none of our programs fit, we will tell you that too.