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. |
|
GPT-5.5 prompting guide
OpenAI
|
Guide | Intermediate | You want the official prompting adjustments for GPT-5.5 instead of reusing older GPT-4 or GPT-5 prompt 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. |
|
Anthropic Prompt Engineering Overview
Anthropic
|
Guide | Beginner to intermediate | You are building with Claude and want official prompting guidance. |
|
AI with ALLIE: Claude Code for professionals
Allie K. Miller
|
Beehiiv post | Beginner | You want a non-engineer explanation of why Claude Code-style tools matter for everyday professional work. |
|
Allie K. Miller on Instagram
Allie K. Miller
|
Instagram feed | Beginner | Use this as a short-form feed for executive-friendly AI explanations and practical business use cases. |
|
Allie K. Miller on TikTok
Allie K. Miller
|
TikTok feed | Beginner | Use this when you want quick, mobile-first AI lessons and business examples from a high-reach AI educator. |
|
Allie K. Miller on X
Allie K. Miller
|
X feed | Beginner | Use this for current AI business commentary, practical examples, and links to Allie's latest courses and posts. |
|
Pietro Montaldo: 9 Claude Skills I use daily
Pietro Montaldo
|
Substack guide | Beginner to intermediate | You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building. |
|
One Useful Thing
Ethan Mollick
|
Newsletter | Beginner to advanced | Use this when you want Ethan Mollick's material for ai literacy and related AI skills. |
|
DeepLearning.AI Short Courses
Andrew Ng
|
Short courses | Beginner to advanced | Use this when you want Andrew Ng's material for prompting and related AI skills. |