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 prompting.
AI learning guide
Best AI courses for prompt engineering
Learn prompting for writing, research, coding, and product work.
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 |
|---|---|---|---|
| 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. | |
| Engineers, researchers | Agents, RAG, ML research | Read the posts on LLM-powered autonomous agents and prompt engineering. | |
| 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. | |
| Python developers building LLM apps | LLM app architecture, Prompt engineering, Tool calling | Read examples around tool calling and structured outputs. | |
| Business learners and beginners | Generative AI basics, Prompting, Business use cases | Use IBM's generative AI specialization if you want a credentialed beginner path. | |
| 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. | |
| 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. | |
| Writers and operators | Prompting, Writing with AI, AI workflows | Use writing workflow examples and adapt them to your own documents. | |
| Prompt engineers and LLM builders | Prompting, LLM behavior, AI safety, Model limits | Use examples as experiments, then test them against your own model and task. |
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.
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.
Mirascope Learn
Docs · Mirascope · Intermediate
Use this when you want Mirascope's material for llm app architecture 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.
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.
Codecademy AI courses
Interactive courses · Codecademy · Beginner
Use this when you want Codecademy's material for ai foundations and related AI skills.
Data Independent AI tutorials
YouTube tutorials · Greg Kamradt · Beginner to intermediate
Use this when you want Greg Kamradt's material for rag and related AI skills.
Questions this guide answers
Which prompt engineering course should I start with?
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 practice prompting beyond one-off tips?
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.
Which resources cover prompt safety and prompt testing?
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.