Guide
Learn Prompting
Beginner to intermediate
You need a broad prompt engineering reference.
AI educator
Learn Prompting
Dense prompt engineering reference with beginner-friendly structure.
Start with: Start at the fundamentals section, then move to prompt hacking/security.
Guide
Beginner to intermediate
You need a broad prompt engineering reference.
Free guide
Beginner to intermediate
Use this when you want Sander Schulhoff's material for prompting and related AI skills.
Beginners, educators, teams should start here when they need prompting, ai literacy, and security. The strongest fit is a learner who wants material in these formats: free guide, courses.
Start at the fundamentals section, then move to prompt hacking/security. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Dense prompt engineering reference with beginner-friendly structure. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need prompting, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
ChatGPT Prompt Engineering for Developers
DeepLearning.AI
|
Short course | Beginner | You want a short, structured intro to prompting for software tasks. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
OpenAI Academy
OpenAI
|
Official learning hub | Beginner to advanced | You want OpenAI's public course hub and guided learning material rather than piecing together model docs, blog posts, and third-party tutorials. |
|
New OpenAI Academy courses for the next era of work
OpenAI
|
OpenAI Academy update | Beginner to intermediate | You want OpenAI's June 12, 2026 overview of the Academy's newer practical courses before choosing a structured learning path for day-to-day AI work. |
|
Launching our first OpenAI Certifications courses
OpenAI
|
Education update | Beginner to intermediate | You want OpenAI's December 9, 2025 explanation of AI Foundations and ChatGPT Foundations for Teachers before recommending a practical, job-oriented learning path. |
|
OpenAI Codex Prompting Guide
OpenAI
|
Guide | Intermediate to advanced | You want the newest OpenAI guidance for prompting Codex-style coding workflows, especially when using newer Codex models with preambles and execution phases. |
|
Prompting guidance for GPT-5.6
OpenAI
|
Guide | Intermediate | You want the official prompting adjustments for GPT-5.6 instead of reusing older GPT habits unchanged. |
|
OpenAI model optimization
OpenAI
|
Guide | Intermediate | You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next. |
|
Gemini prompt design strategies
Google AI for Developers
|
Guide | Intermediate | You want current Gemini-specific prompting advice for system instructions, reasoning tasks, multimodal inputs, and tool-connected workflows. |
|
OpenAI model guidance
OpenAI
|
Model docs | Beginner to advanced | You want OpenAI's current model-family guidance for GPT-5.6-era prompting, migrations, and feature tradeoffs before upgrading an app or agent workflow. |
|
Perplexity Prompt Guide
Perplexity
|
Guide | Intermediate | You want Perplexity's official guidance for prompting a bounded search-and-tool loop instead of writing prompts as if the model were single-shot chat. |
|
Anthropic Prompt Engineering Overview
Anthropic
|
Guide | Beginner to intermediate | You are building with Claude and want official prompting guidance. |