// Course · stage 0 of 9
Prep: AI Literacy
Understand and use AI well without writing code: what LLMs are, what they can do, where they go wrong.
3 unitsabout 8 hours6 algorithms
01Units in this stage
In order. Each unit has goals, algorithms, must-read papers, a project and a self-test.
01 · U00 What AI, ML, Deep Learning and LLMs Are One map of the AI family, and how an LLM “predicts the next token”. 3 h2 algorithms1 paperslesson ready 02 · U01 Prompting & Using AI Well Prompting techniques: role, context, examples, step-by-step thinking and structured output. 3 h3 algorithms1 paperslesson ready 03 · U02 Hallucination, Reliability & Limits Why models confidently make things up, and how to check and reduce the risk. 2 h2 algorithms1 papers
02Algorithms you will meet
Algorithms Atlas →GPT-3 & In-Context LearningTransformer & Self-AttentionChain-of-Thought PromptingSelf-ConsistencyRetrieval-Augmented Generation (RAG)Temperature & Nucleus (Top-p) Sampling
Part of these routes: Everyday Users · Application Developers · Product Managers & Leaders · Domain Scientists