Structured learning journeys designed to take you from beginner to expert. Follow curated paths with hands-on exercises and real-world projects.
Showing all available learning paths
This path teaches you how to design prompts that don’t just generate answers — they reason, verify, adapt, and collaborate. You’ll learn how to build workflows that reduce errors, create consistency, and scale across complex tasks. Each guide combines theory with practice, so you’ll not only understand the techniques but also test them in small labs that make the difference visible. By the end, you’ll know how to turn a single model into a reliable system: one that can explain its steps, double-check its own work, and even coordinate multiple reasoning strategies before deciding on the best answer.
This path takes a true beginner from “I asked… it guessed” to “I ask clearly and get dependable results.” You’ll learn why language models follow structure more than intent, how to give them the right context, and how to lock the shape of outputs so they’re paste-ready. Along the way you’ll practice quick checks that reduce hallucinations, add gentle reasoning, and shape tone without losing accuracy. The last modules introduce multimodal basics and a tiny step into retrieval so you can ground answers in your own material. Everything is hands-on, narrative-first, and easy to reuse at work.
A comprehensive, tier-based learning journey from foundational LLM security concepts through advanced red-teaming, compliance, and production operations. This path equips engineers, security practitioners, and product leaders with the knowledge to build, audit, and deploy LLM systems safely. Covers attack surfaces, defensive techniques, regulatory requirements, and operational practices.
This path helps you shift from using prompts to thinking like a prompt engineer. Instead of teaching techniques, it introduces powerful mental models — ways of seeing and reasoning about large language models. Each guide is a mindset essay with visual diagrams and reflection prompts that sharpen your intuition, inspire creativity, and build the resilience needed to invent new solutions. By the end, you’ll think like a builder, a critic, and a collaborator with AI.