Community
The AI Advantage
Beginner to intermediate
Use this when you want Igor Pogany's material for ai productivity and related AI skills.
AI educator
The AI Advantage
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia.
Start with: Use the Skool start-here path and apply one workflow to sales, content, research, or admin work.
Community
Beginner to intermediate
Use this when you want Igor Pogany's material for ai productivity and related AI skills.
Business owners, solopreneurs, professionals should start here when they need ai productivity, chatgpt, business workflows, and prompting. The strongest fit is a learner who wants material in these formats: community, guides, videos.
Use the Skool start-here path and apply one workflow to sales, content, research, or admin work. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia. 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 ai productivity, 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. |
|
Learn Prompting
Sander Schulhoff
|
Guide | Beginner to intermediate | You need a broad prompt engineering reference. |
|
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. |
|
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. |
|
Simon Willison on LLMs
Simon Willison
|
Blog | Beginner to advanced | Use this when you want Simon Willison's material for llm tools and related AI skills. |
|
Learn Prompting
Sander Schulhoff
|
Free guide | Beginner to intermediate | Use this when you want Sander Schulhoff's material for prompting and related AI skills. |
|
DAIR.AI Prompt Engineering Guide
Elvis Saravia
|
Guide | Beginner to advanced | Use this when you want Elvis Saravia's material for prompting and related AI skills. |
|
AI Automation Society
Nate Herk
|
Community | Beginner to intermediate | Use this when you want Nate Herk's material for ai automation and related AI skills. |
|
ChatGPT Users
Jason West
|
Community | Beginner to intermediate | Use this when you want Jason West's material for chatgpt and related AI skills. |