AI Foundations
Start here. What AI, machine learning, and large language models actually are — tokens, embeddings, and how a model turns your words into an answer.
Learn AI the honest way — short, practical lessons with hands-on examples you can try in a real chatbot, plus interview questions to test yourself. No fluff, no sign-up, kept current.
Start with the fundamentals — what AI and LLMs really are — and work up to prompting and building. No prior experience needed.
Start the first lesson →Path 2203+ real AI interview questions with clear answers, sorted by topic and difficulty — from fundamentals to LLMs, RAG, and MLOps.
Browse the question bank →Start here. What AI, machine learning, and large language models actually are — tokens, embeddings, and how a model turns your words into an answer.
Get dramatically better answers. How to structure prompts, use examples, and set roles so results are accurate and repeatable.
For developers. Wiring models into real software — retrieval-augmented generation, and the patterns that keep it grounded and affordable.
Pick the right assistant and use it well — how to choose between ChatGPT, Claude, and Gemini, and how to verify what they tell you.