Free open-source AI courses
Practical routes for going from curious to building real systems. No account required: your progress stays in your browser.
Claude Code, from zero to pro
A practical route from installation to skills, subagents, MCP and professional workflows, including local AI apps that run on your own computer.
Claude Code + Local AI
Learn to connect Claude Code with Ollama, local models, vector databases and desktop workflows you can run without sending every task to the cloud.
Generative AI: image, voice and video
A hands-on course for images, audio, video and creative automation, with attention to quality, control and repeatable workflows.
Games, 3D and simulations with AI
Build playable prototypes, 3D scenes, mechanics and asset workflows using AI as a practical production partner.
AI security and evaluation
A practical security path for prompts, agents and models: evals, red teaming, data risks, guardrails and responsible deployment.
Local MLOps and model deployment
Move from local experiments to controlled deployments with model serving, logs, evaluation loops and operational discipline.
Fine-tuning and post-training for LLMs
Prepare datasets, run LoRA and QLoRA jobs, evaluate overfitting and export models for local use.
Agents and automation
Learn subagents, tools, memory, MCP, retries and automation loops for real workflows on your own machine.
Production agents with LangGraph and n8n
Compare frameworks, design state and memory, add human approvals, observe failures and ship agent workflows responsibly.
Self-hosted AI automation for small businesses
Deploy n8n, Ollama, Qdrant and support automations with Docker, VPS setups, queues, backups and monitoring.
Advanced and secure RAG
Go beyond basic embeddings with better chunking, reranking, permissions, citations, monitoring and production safety.
AI for small businesses and freelancers
Identify valuable use cases, automate office flows, build useful assistants and decide what should stay human.
Coming soon
AI for data and analytics
CSV, SQL, notebooks, dashboards, data cleaning and analytical assistants with open models.