AI System Design
AI System Design on AI-ML Companion: Design real AI systems end to end, from requirements to a defended architecture. 6 interactive modules with live visualizations, quizzes, and hands-on Python coding.
Start free: How to Design an AI System is fully open to everyone, no account required. The other 5 modules are part of AI-ML Companion Premium; every title and summary is listed below so you can see exactly what the track covers before deciding.
Modules in this track
- How to Design an AI System (free) - Eight steps, forty-five minutes, and the four places an AI system bends the method
- Retrieval: Narrowing Millions to Ten (premium) - Eight million candidates, sixty the expensive model reads, and the one ratio that decides the shape
- Design a Production Ready RAG System (premium) - 5M documents, cited answers, and a system that refuses rather than guesses
- Design an Agentic System (premium) - A support ticket worked end to end, a loop nobody can bound, and an action that moves money
- Design an LLM Evaluation System (premium) - Five releases a week, a number somebody has to block on, and a judge that is itself a model
- Design a Recommendation System (premium) - 100K items, 10 slots, 200ms, and a model trained on the feed it produced