01 / STRUCTURED LEARNING
A foundation in 112 lessons
From LLM foundations to agents, RAG and production, with Python, FastAPI and MCP. Follow a path or return to the topic you need.
OWN PRODUCT / AI EDUCATION
LLM Master
Read. Ask.
Build it yourself.
From understanding a concept to running real code. Build your knowledge of LLMs and AI agents, one lesson at a time.
Explore the curriculum112Lessons · concepts to practice
112Quizzes · check your understanding
AI TutorQuestions grounded in each lesson
MuseStudioRun the code you learn
01 / THE LEARNING EXPERIENCE
Designed around
the way you learn.
Reading, questions, practice and review, connected in one place.
02 / CONTEXTUAL AI TUTOR
Ask where you get stuck
A Claude-powered tutor answers in the context of your lesson. Select a passage to ask a question about that exact part.
03 / SOURCE-BASED CONTENT
Learn with the sources in view
Follow official documentation and references alongside each concept. Build understanding you can check for yourself.
04 / APPLIED QUIZZES
Turn reading into judgment
Work through five application and scenario questions per lesson. Review your choices and find the gaps in your understanding.
05 / YOUR LEARNING RHYTHM
Save a passage. Keep listening.
Bookmark a passage and continue learning with text-to-speech. Quick Actions put frequently used features within easy reach.
06 / LEARN ACROSS DEVICES
From your phone to your desk
Study on iPhone, iPad and Apple Silicon Mac. An Android version is also available through Google Play.
02 / THE CURRICULUM
Understand the foundations.
Think through production.
Eight connected areas, from LLM foundations to backend systems and multimodal AI.
FOUNDATION
LLM foundations
Transformer · Prompt Engineering · Tool Use · Structured Outputs · Context Windows · Caching
AGENT
Agents that take action
ReAct · Reflexion · Planning · Memory · MCP · Tool Composition
RAG
Retrieval and knowledge
Chunking · Embeddings · Vector DB · pgvector · Qdrant · Pinecone · Chroma
PRODUCTION
Designing for production
Eval · Guardrails · Observability · Cost · Prompt Injection · Multi-agent · Sandbox
FRAMEWORKS
Tools for implementation
LangChain · LangGraph · AutoGen · CrewAI · LlamaIndex · MCP Server · Computer Use
ADVANCED
Deeper engineering
Fine-tuning vs RAG · Distillation · Quantization · Eval Datasets · Agent Security · Multi-tenant
BACKEND
Building the service layer
Python · async · Pydantic · FastAPI · HTTP/REST · SQL/ORM
MULTIMODAL
Beyond text
Vision · STT/TTS · Realtime · Image Generation · Multimodal Agents
03 / LEARN BY RUNNING IT
The code you read,
ready to run.
MuseStudio opens lesson code blocks so you can edit, run and inspect the output. Put what you learn into practice on Mac or Windows.
- Open lesson code with the MuseStudio button
- Python · JavaScript · TypeScript · Shell · Ruby · PHP · Swift · Go · Rust
- Git source control · themes · syntax highlighting
PYTHON / MUSESTUDIOCode example
def fibonacci(n):
a, b = 0, 1
for _ in range(n):
yield a
a, b = b, a + b
print(list(fibonacci(10)))OUTPUT
[0, 1, 1, 2, 3, 5, 8, 13, 21, 34]Turn an idea into something you can run.
04 / SIMPLE PRICING
Buy the app once.
Add questions when you need them.
Unlock the course with one app purchase. Add tutor messages when needed, with no subscription or automatic renewal.
One-time app purchase
$29.99Lifetime access · one payment
- All 112 lessons and 112 quizzes
- Bookmarks, TTS and Quick Actions
- 50 Haiku + 10 Sonnet messages monthly
- Future chapter content updates
Tutor Mini
$3.99One payment · valid for 60 days
- +200 Haiku · +80 Sonnet messages
- For lighter study sessions
- No subscription or auto-renewal
Tutor Standard
$7.99One payment · valid for 90 days
- +500 Haiku · +150 Sonnet messages
- Passage-based questions and answers
- No subscription or auto-renewal
Tutor Power
$24.99One payment · valid for 180 days
- +1,500 Haiku · +500 Sonnet messages
- For sustained and intensive study
- No subscription or auto-renewal
See the store and in-app purchase screen for final prices and purchase terms in your region.
MAKE KNOWLEDGE YOUR OWN.