AI learning guide

Best AI courses for prompt engineering

Learn prompting for writing, research, coding, and product work.

Best short developer course: ChatGPT Prompt Engineering for Developers. DeepLearning.AI course focused on practical prompting for software and API tasks. Start here if you want a compact course with examples rather than a giant prompt-tip library.

Best broad reference: Learn Prompting. Sander Schulhoff's guide covering prompting patterns, risks, and terminology. Use it when you need to look up techniques and compare approaches.

Best Claude-specific prompting source: Anthropic Prompt Engineering Overview. Official Anthropic guide for prompting Claude. Use it when your prompts are going into Claude rather than a generic chat interface.

Prompt engineering is workflow design

The useful version of prompt engineering is not memorising magic phrases. It is learning how to specify a task, provide context, ask for structured output, test the result, and revise the instruction when the model fails. The best prompt courses make that loop explicit.

ChatGPT Prompt Engineering for Developers is the cleanest short course if you want examples quickly. Learn Prompting is better as a reference library. Anthropic's guide matters when the target model is Claude, because prompt shape and model behavior differ across providers.

How to practice prompts without fooling yourself

Practice on tasks where you can judge the output: editing a document, extracting fields, summarising a known source, generating test cases, or transforming data into a fixed format. Keep the input, prompt, output, and failure notes together so you can see whether your prompt actually improved.

Skip courses that only offer prompt packs. A reusable prompting skill comes from understanding context, constraints, examples, and evaluation, not from copying a long instruction that worked once in a screenshot.

Recommended courses and resources

  1. ChatGPT Prompt Engineering for Developers

    Short course · DeepLearning.AI · Beginner

    You want a short, structured intro to prompting for software tasks.

  2. Learn Prompting

    Guide · Sander Schulhoff · Beginner to intermediate

    You need a broad prompt engineering reference.

  3. Prompt Engineering Guide

    Guide · DAIR.AI · Beginner to advanced

    You want examples of prompting techniques and patterns.

  4. GPT-5.5 prompting guide

    Guide · OpenAI · Intermediate

    You want the official prompting adjustments for GPT-5.5 instead of reusing older GPT-4 or GPT-5 prompt habits unchanged.

  5. OpenAI model optimization

    Guide · OpenAI · Intermediate

    You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next.

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About this guide

Author: Learnetto Editorial Team. Learnetto maintains this AI learning directory by organizing public course pages, official documentation, educator material, and practical learning resources.

How it is made: Learnetto uses public course pages, official documentation, educator material, and directory data to compile these recommendations. AI may help draft and organize the page, but recommendations are checked against the listed sources, page topic, and learner intent.

Review policy: We only add a named personal reviewer when that person has substantially reviewed the page. Until then, the page is attributed to Learnetto rather than a founder, editor, or individual expert.

Last updated: June 18, 2026. Suggest a correction if a course, doc, or recommendation is outdated.

Videos to watch

Prompt engineering for developers video thumbnail ►

Prompt engineering for developers

DeepLearning.AI

Claude AI fluency video thumbnail ►

Claude AI fluency

Anthropic

Educators and sources

Educator / source Best for Skills Start with
Andrew Ng profile photo
Everyone from beginners to builders Prompting, Agents, RAG, ML foundations Start with ChatGPT Prompt Engineering for Developers, then pick a RAG or agents course.
Simon Willison profile photo
Developers, technical generalists LLM tools, Prompting, AI safety, Local models, Model selection Read the recent model-roundup posts, then try the llm command-line tool with two or three different providers.
Sander Schulhoff profile photo
Beginners, educators, teams Prompting, AI literacy, Security Start at the fundamentals section, then move to prompt hacking/security.
Elvis Saravia profile photo
Developers, researchers Prompting, RAG, Reasoning, Agents Use the prompting techniques and RAG sections as a reference.
Lilian Weng profile photo
Engineers, researchers Agents, RAG, ML research Read the posts on LLM-powered autonomous agents and prompt engineering.
Igor Pogany profile photo
Business owners, solopreneurs, professionals AI productivity, ChatGPT, Business workflows, Prompting Use the Skool start-here path and apply one workflow to sales, content, research, or admin work.
Tony Robbins profile photo
Entrepreneurs and personal development learners AI productivity, Business growth, Mindset, Prompting Use the community's beginner material to connect AI habits with a specific business or personal productivity outcome.
Stock Image AI Prompt Lab profile photo
Stock creators, side hustlers, image prompt learners AI image prompts, Stock images, Commercial creative workflows Use a prompt drop, remix it for a niche, and submit a small batch to learn from acceptance or rejection.
AI Simple profile photo
Entrepreneurs, solopreneurs, teams AI implementation, Business clarity, Team workflows, Prompting Start with the implementation course and apply it to one business process.
Alex Finn profile photo
Creators, founders, content operators AI content, Personal brand workflows, Writing with AI, Social growth Use one AI-assisted content workflow for a LinkedIn or X post you would publish anyway.
Rob Lennon profile photo
Writers, creators, consultants AI writing, Prompting, Content systems, Creator workflows Use one writing prompt system on a draft you already care about.
Dickie Bush profile photo
Creators, founders, knowledge workers Writing with AI, Content strategy, Audience building, Digital writing Apply AI to one atomic essay or newsletter idea, then edit hard for your own point of view.
Aadit Sheth profile photo
Creators, operators, productivity learners AI productivity, Creator workflows, Prompting, Systems Pick one workflow around research, writing, or planning and run it on a current project.
Alicia Lyttle profile photo
Entrepreneurs, coaches, speakers, small businesses AI business, Prompting, Productivity, Marketing workflows Start with one beginner workshop or summit session and implement a concrete business task.
Christopher Penn profile photo
Marketers, analysts, business leaders AI marketing analytics, Prompting, Data strategy, Measurement Find a generative AI or analytics workflow and run it on your own marketing data.
Rowan Cheung profile photo
AI-curious professionals, business teams, marketers AI news, Tool discovery, Beginner AI workflows, Prompting Use the newsletter to spot tools, then test one workflow before adding it to your stack.
Zain Kahn profile photo
Professionals, operators, entrepreneurs AI productivity, Tool discovery, Business workflows, Prompting Pick one workflow from the newsletter and use it in your job or business the same day.
Conor Grennan profile photo
Professionals, students, executives AI literacy, Prompting, Workplace adoption, AI mindset Use a beginner AI mindset lesson to improve one work task you already do.

Resources

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.

GPT-5.5 prompting guide

Guide · OpenAI · 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

Guide · OpenAI · Intermediate

You need a practical optimization loop across prompt changes, evals, and fine-tuning rather than guessing which knob to turn next.

Pietro Montaldo: 9 Claude Skills I use daily

Substack guide · Pietro Montaldo · Beginner to intermediate

You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building.

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.

The AI Advantage

Community · Igor Pogany · Beginner to intermediate

Use this when you want Igor Pogany's material for ai productivity and related AI skills.

The AI Advantage

Community · Tony Robbins · Beginner to intermediate

Use this when you want Tony Robbins's material for ai productivity and related AI skills.

AI Simple

Community · AI Simple · Beginner to intermediate

Use this when you want AI Simple's material for ai implementation and related AI skills.

Alex Finn

YouTube · Alex Finn · Beginner to intermediate

Use this when you want Alex Finn's material for ai content and related AI skills.

Rob Lennon AI writing

Newsletter · Rob Lennon · Beginner to intermediate

Use this when you want Rob Lennon's material for ai writing and related AI skills.

Aadit Sheth AI workflows

Newsletter · Aadit Sheth · Beginner to intermediate

Use this when you want Aadit Sheth's material for ai productivity and related AI skills.