How to Learn AI From Scratch
Start with mental models, then learn prompting, context, RAG, agents, and AI coding in that order.
6 min read- For
- Complete beginners
- Course links
- 4
Start with the questions that decide what to learn next. These guides explain the map around the course, then point you to the relevant English lessons.
Start with mental models, then learn prompting, context, RAG, agents, and AI coding in that order.
6 min readA beginner AI roadmap should explain what to learn first, what to postpone, and how each topic connects to real use.
7 min readGenerative AI creates text, images, code, audio, or other outputs from patterns learned during training and context you provide at use time.
5 min readRAG lets an AI answer with help from retrieved documents, so it can use external knowledge instead of relying only on what the model already learned.
6 min readAn AI agent is a system that can use tools and continue across steps toward a goal, instead of only producing one answer.
7 min read