9 Best AI Agent Development Courses with Live Mentors (2026)

TL;DR: Most AI agent courses are self-paced videos. This guide compares 9 AI agent development courses, with LuMay's AI Masterclass first as the live, mentor-led option where you ship a deployed, evaluated agent.

An AI agent development course teaches you to build LLM-based agents that plan, use tools, retrieve data and act, typically with frameworks such as LangGraph and protocols such as MCP.

Ranking criteria and disclosure: LuMay publishes this list and ranks its AI Masterclass first. We then compared live mentorship, hands-on building, framework coverage, deployment and evaluation, and depth, using course pages checked on 26 October 2026 (IST). No provider paid for placement.

Quick Answer: LuMay's AI Masterclass ranks first because it is live and mentor-led, with a deployed capstone agent. The other eight are mostly self-paced. DeepLearning.AI and LangChain Academy are strong on frameworks, Stanford on research depth, and Hugging Face and Microsoft are free.

Live Mentors Versus Self-Paced Learning

• Live, mentor-led
  • Real-time unblocking during builds
  • Fixed schedule keeps you shipping
• Self-paced
  • Flexible and often free or low cost
    • Completion depends on your own discipline

AI Agent Development Courses: Comparison Table

1. LuMay AI Masterclass: Live, Mentor-Led Agent Building

LuMay's AI Masterclass teaches you to build, ship and secure AI agents with Claude Code, RAG, MCP and LangGraph, live, with mentors beside you. Classes and guided build labs run Mon–Fri, 90 minutes a day.

• What you build
  • Four portfolio projects, building on 12 of 20 live days
  • A deployed, evaluated capstone agent
    • Tracks: Legal, Healthcare, BFSI, Sales & Ops or your own idea
• Two lanes
  • Builder lane codes in Python; Applied lane uses no-code tools like n8n
• Support
  • A post-program support week
  • Extra practice in AI Learning Labs
• Watch
  • Fixed cohort schedule; check the next cohort dates

Not ready to code? Try the AI tools program. Training a team? See LuMay Academy.

2. DeepLearning.AI: Agentic AI

Agentic AI by Andrew Ng is an intermediate course of 9h55m on DeepLearning.AI, covering agentic workflow design.

• Best for: structured fundamentals from a known instructor
• Watch: self-paced, no live mentors

3. DeepLearning.AI: AI Agents in LangGraph

AI Agents in LangGraph is an intermediate short course of 1h42m on building agents with LangGraph.

• Best for: a quick hands-on framework start
• Watch: short; limited depth

4. LangChain Academy: Introduction to LangGraph

LangChain Academy teaches LangGraph, its framework for agentic and multi-agent applications, in a course you can enroll in for free.

• Best for: developers adopting LangGraph
• Watch: framework-specific

5. Stanford Online: Agentic AI

Stanford's Agentic AI program is designed for technical professionals building AI systems that reason, plan and act autonomously, drawing on Stanford research.

• Best for: engineers wanting research depth
• Watch: more theory than shipped projects

6. Coursera: AI Agent Developer Specialization

Coursera's AI Agent Developer specialization, taught by Dr. Jules White, is a 6-course series on designing and building agents in Python.

• Best for: a guided path with certificates
• Watch: self-paced; no live mentoring

7. Hugging Face: AI Agents Course

Hugging Face's Agents Course is a free course that takes learners from beginner to expert, with a self-audit or certification path.

• Best for: open-source enthusiasts
• Watch: community support only

8. Microsoft: AI Agents for Beginners

Microsoft's AI Agents for Beginners offers 18 lessons on GitHub to get started building AI agents.

• Best for: self-starters wanting free code samples
• Watch: no instructor interaction

9. Udacity: Agentic AI Nanodegree

Udacity's Agentic AI Nanodegree covers ReAct, routing and parallelization patterns and projects such as a multi-agent travel planner.

• Best for: portfolio-focused learners
• Watch: longer self-paced commitment

How to Choose an AI Agent Course

• Check what you ship
  • A deployed, evaluated agent beats a notebook
• Check support
  • Live mentors or forums only
• Check coverage
  • RAG, MCP, guardrails and evals
    • See LuMay's RAG and agent work for production patterns

Next Step

Want to build agents with mentors beside you? Book a call with LuMay or check the next AI Masterclass cohort.