NOVICE
Foundational AI knowledge, first steps with AI coding tools, basic terminology and concepts. Covers Basic Theory Levels 1-2, AI Programming basics, and Models for Coding introduction.
1. What is Generative AI?
9 lessons covering GenAI, LLMs, diffusion models, multimodality, reasoning, foundation models. Browse lessons →
2. Working with AI: Core Concepts
5 lessons on prompts, tokens, context windows, hallucinations, and vibecoding. Browse lessons →
3. AI Development Environment
7 lessons on prompt engineering, smart code suggestions, AI chat in IDE, terminal and browser tools.
4. AI Tools & IDE Comparison
4 lessons comparing AI-first IDEs, popular tools, and news resources.
5. Understanding Models
5 lessons on benchmarks, leaderboards, closed/open-source models, and hardware.
ADVANCED
Deep-dive into neural networks, advanced prompting, MCP, RAG, agents, spec-driven development. Covers Basic Theory Levels 3-4 and advanced AI Programming topics.
6. Neural Networks & Model Training
5 lessons on neural network fundamentals, data pipelines, training, optimization, architectures. Browse lessons →
7. Advanced Prompting & Context Engineering
5 lessons on advanced prompting techniques, context engineering, indexation, spec-driven dev.
8. MCP, Agents & Tool Use
6 lessons covering agents, tool use, AI protocols, MCP architecture, and workshops. Browse lessons →
9. RAG & Applied Frameworks
5 lessons on RAG architecture, tools, libraries, and practical frameworks.
10. Code Review, Automation & Security
2 lessons on AI code review and automation with low-code platforms.
EXPERT
AI horizons and future, production agent systems, multi-agent architectures, voice agents. Covers Basic Theory Level 5, advanced AI Programming, and workshop content.
11. AI Horizons: Future & Philosophy
5 lessons on AGI, ASI, technological singularity, world models, decentralized AI. Browse lessons →
12. AI Safety, Alignment & Ethics
3 lessons on AI safety research, alignment techniques, explainable AI.
13. Production Agent Systems
4 lessons: LangChain/LangGraph, CrewAI/MetaGPT, Dify, agent memory.
14. Agentic Development & Advanced IDEs
5 lessons on agentic code generation, background agents, advanced IDE workshops.
15. AI in Production & Leadership
5 lessons on managing AI agents, security, voice programming, AI CTO strategies.