5 minutesHow to tell if an image is fake content from AI
List two visual tells that can suggest (not prove) an image is AI-generated.
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Prompt Engineering Tutorial – Master ChatGPT and LLM Responses
freeCodeCamp.org. Skip to the "Zero shot and few shot prompts" chapter at 31:20 for a clean, demoed comparison of the same task with no examples versus a few — exactly the contrast the article builds the chapter around. The earlier sections on prompt mindset and best practices are useful background if you've come straight from the article without the wider context.
AI Expert note
You don't need the full 41 minutes: the zero-shot vs few-shot chapter at 31:20 is the part that pairs with the article; the earlier sections are optional background.
What you should get from this
See how examples change model behavior and learn when few-shot prompting is worth the extra setup.
Watch or know first
Basic prompt-writing comfort — nothing beyond the article.
Last reviewed: May 18, 2026
Watch next
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Take it further
Hand-picked external courses that go deeper on this topic.
DeepLearning.AIChatGPT Prompt Engineering for Developers
Isa Fulford · Andrew Ng
Ninety minutes to a year's worth of intuition. If you've started writing code that calls an LLM — or you're about to — this is the most efficient course online for closing the gap between "playing with ChatGPT" and "shipping a feature that calls an LLM."
Intermediate~1.5 hours
Coursera · Vanderbilt UniversityPrompt Engineering for ChatGPT
Dr. Jules White
The academic complement to DeepLearning.AI's short course — same discipline, longer arc, written for people who don't code. Dr. White teaches prompting as a set of reusable patterns (Ask for Input, Outline Expansion, Fact Check List, Menu Actions) rather than tricks. After this you'll prompt LLMs like a designer, not a guesser.
Beginner~18 hours
Microsoft LearnWork Smarter with AI: Craft Effective Prompts for Microsoft Copilot
Microsoft Learn
Prompt engineering, but for the tool most office workers will actually touch first. Microsoft's own four-part prompting framework (goal, context, source, expectation) is a genuinely useful mental model, and unlike the generic ChatGPT prompting courses already in our catalog, this one is grounded entirely in Microsoft 365 Copilot's specific quirks and grounding behavior.
Intermediate~1h 5m · self-paced