Best first move
Pick one educator from the table, watch one matched video, then open one hands-on resource. The aim is to leave with a working habit, project, or mental model tied to writing with ai.
AI learning guide
Best AI resources for writing with AI
Learn drafting, editing, research, synthesis, and publishing workflows.
Quick answer
How to shortlist
Compare audience, level, format, and starting point. Favor a source that matches your current role and gives you exercises, examples, docs, or code you can use immediately.
What to avoid
Avoid collecting dozens of generic AI tips. Use this guide to choose a narrow learning loop: one topic, one educator, one video, one resource, one application in your own work.
Videos to watch
Prompt engineering for developers
DeepLearning.AI
Claude AI fluency
Anthropic
Educators and sources
| Educator / source | Best for | Skills | Start with |
|---|---|---|---|
| Product managers, founders | Product strategy, Writing, AI adoption | Review the Maven syllabus and compare it to your current product workflow. | |
| Everyone from beginners to builders | Prompting, Agents, RAG, ML foundations | Start with ChatGPT Prompt Engineering for Developers, then pick a RAG or agents course. | |
| Developers, technical generalists | LLM tools, Prompting, AI safety, Local models | Read recent LLM posts and try the llm command-line tool. | |
| Beginners, educators, teams | Prompting, AI literacy, Security | Start at the fundamentals section, then move to prompt hacking/security. | |
| Developers, researchers | Prompting, RAG, Reasoning, Agents | Use the prompting techniques and RAG sections as a reference. | |
| Claude users, builders, teams | Prompting, Claude workflows, MCP, AI app design | Read the prompt engineering overview, then use the interactive tutorial for hands-on practice. | |
| Teams iterating on prompts and LLM products | Prompt management, Evals, LLM workflows | Read their evals and prompt-management writing. | |
| Business learners and beginners | Generative AI basics, Prompting, Business use cases | Use IBM's generative AI specialization if you want a credentialed beginner path. | |
| Professionals looking for cohort-based AI courses | AI product, AI leadership, AI workflows, Evals | Filter by role and check instructor outcomes before buying a course. | |
| Writers, founders, operators | AI workflows, Writing with AI, Business use cases | Read Chain of Thought essays that match your role. | |
| AI learners across levels | Generative AI, Deep learning, Prompting, Agents | Use short courses for targeted skills and specializations for foundations. | |
| Analysts, data learners, business teams | AI foundations, Data skills, Prompting, ML foundations | Pick a role-based AI track rather than browsing individual lessons. | |
| Beginner developers | AI foundations, Python, Prompting, LLM apps | Use the beginner AI and Python material before attempting agents or RAG. | |
| Operators, founders, no-code builders | Automation, AI workflows, No-code tools | Find a guide that matches one recurring task in your business. | |
| Developers learning RAG and LLM apps | RAG, LLM apps, Prompting, Evaluation | Search the channel for the RAG or LangChain workflow you are building. | |
| Beginners and career switchers | AI literacy, Data skills, Career learning, Prompting | Use beginner learning-roadmap videos to choose a first path. | |
| Operators and automation builders | Automation, Agents, AI workflows, No-code tools | Choose one automation tutorial connected to a task you already repeat. | |
| AI-curious professionals | Tool discovery, Creative AI, AI workflows | Use the directory for discovery and validate tools with hands-on tests. |
Resources
ChatGPT Prompt Engineering for Developers
Short course · DeepLearning.AI · Beginner
You want a short, structured intro to prompting for software tasks.
Learn Prompting
Guide · Sander Schulhoff · Beginner to intermediate
You need a broad prompt engineering reference.
Prompt Engineering Guide
Guide · DAIR.AI · Beginner to advanced
You want examples of prompting techniques and patterns.
Anthropic Prompt Engineering Overview
Guide · Anthropic · Beginner to intermediate
You are building with Claude and want official prompting guidance.
Learn PyTorch
Free book and videos · Daniel Bourke · Beginner to intermediate
You want to learn deep learning by writing PyTorch code.
Become an AI Powered Product Leader
Course · Peter Yang · Intermediate
Use this when you want Peter Yang's material for product strategy and related AI skills.
DeepLearning.AI Short Courses
Short courses · Andrew Ng · Beginner to advanced
Use this when you want Andrew Ng's material for prompting and related AI skills.
Simon Willison on LLMs
Blog · Simon Willison · Beginner to advanced
Use this when you want Simon Willison's material for llm tools and related AI skills.
Learn Prompting
Free guide · Sander Schulhoff · Beginner to intermediate
Use this when you want Sander Schulhoff's material for prompting and related AI skills.
DAIR.AI Prompt Engineering Guide
Guide · Elvis Saravia · Beginner to advanced
Use this when you want Elvis Saravia's material for prompting and related AI skills.
Anthropic Learn
Guides · Anthropic · Beginner to advanced
Use this when you want Anthropic's material for prompting and related AI skills.
IBM Generative AI courses
Coursera courses · Armand Ruiz · Beginner
Use this when you want Armand Ruiz's material for generative ai basics and related AI skills.
Maven AI courses
Cohort courses · Maven AI courses · Beginner to advanced
Use this when you want Maven AI courses's material for ai product and related AI skills.
Every AI and Chain of Thought
Newsletter · Dan Shipper · Beginner to intermediate
Use this when you want Dan Shipper's material for ai workflows and related AI skills.
DeepLearning.AI
Short courses · DeepLearning.AI · Beginner to advanced
Use this when you want DeepLearning.AI's material for generative ai and related AI skills.
DataCamp AI courses
Interactive courses · DataCamp · Beginner to intermediate
Use this when you want DataCamp's material for ai foundations and related AI skills.
Questions this guide answers
Which educators teach writing with AI?
Use the educator table, videos, and resources above to compare options by topic fit, depth, and format. A good choice gives you a concrete next step: a course module, code example, video walkthrough, project, or workflow you can try today.
How do I use AI for research and editing?
Use the educator table, videos, and resources above to compare options by topic fit, depth, and format. A good choice gives you a concrete next step: a course module, code example, video walkthrough, project, or workflow you can try today.
What writing workflows are worth practicing?
Use the educator table, videos, and resources above to compare options by topic fit, depth, and format. A good choice gives you a concrete next step: a course module, code example, video walkthrough, project, or workflow you can try today.