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NeoMonarch Academy

Enrolling now · live cohorts, six weeks

Learn AI by building it, live, with people who ship it.

Small live cohorts, hands-on labs in your browser and honest progress tracking. Every week you build something real, and you can prove it.

Explore the Applied AI courseTeach on NeoMonarch
Two developers reviewing code together on a laptop
Hand-drawn interface sketches in an open notebook
A learner with headphones following a live session at a dual-monitor desk

Live now · Week 3 session

4 of 4 checks passingLab: agent with three tools

+2.1 h focused this week

  • Prompting
  • Structured output
  • Embeddings
  • RAG with citations
  • Tool use
  • MCP servers
  • Agent loops
  • Eval suites
  • Guardrails
  • Tracing
  • Cost and latency
  • Prompt injection defense
  • Capstone demo day
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Six weeks, six things you will build

Every week ends with something real you can show

  1. Week 01~3h lab

    Foundations

    Live: How LLMs work; prompting; structured output; the Claude API

    You build: Prompt library + extraction script

  2. Week 02~4h lab

    Retrieval (RAG)

    Live: Embeddings, chunking, pgvector, answers with citations

    You build: RAG bot over your own documents

  3. Week 03~4h lab

    Tools and agents

    Live: Tool use, the agent loop, MCP servers

    You build: Working task agent

  4. Week 04~4h lab

    Evals and reliability

    Live: Eval sets, model-graded evals, regression tests, guardrails

    You build: Eval report with a pass rate

  5. Week 05~4h lab

    Shipping to production

    Live: Deployment, tracing, cost and latency, prompt injection and data privacy

    You build: Live endpoint + cost dashboard

  6. Week 06~5h lab

    Capstone

    Live: Capstone working session; demo day

    You build: Demo, write-up, certificate

Featured cohort

Build, evaluate and ship LLM apps and agents

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See the full syllabus
Three learners on a sofa working side by side on their laptops
Cohorts of 25 or fewerso the instructor knows your work

How a NeoMonarch cohort works

  1. A small group working through problems around a table with laptops and notebooks
    Step 1

    Learn live

    A 2-hour session each week with the instructor, recorded and captioned for anyone who misses it.

  2. Code open in an editor on a laptop screen
    Step 2

    Build in a real lab

    A ready-to-code workspace opens next to the instructions. AI access is included, with a budget, so no keys or surprise bills.

  3. Overhead view of a learner at a laptop with an open notebook beside it
    Step 3

    See your progress

    Lab checks, attendance and active time show you where you stand. You see exactly what your instructor sees.

For instructors

Teach on NeoMonarch

Bring your expertise and your audience. We handle payments, live rooms, labs and progress tracking. Keep 90% of what your own audience pays.

  • Payouts through Stripe, every week
  • Hands-on labs without running servers
  • A dashboard showing who is stuck, and why

Instructor applications open in Phase 2.

An instructor preparing course material on a laptop by a bright window