60 minutes[1hr Talk] Intro to Large Language Models
Build a non-mystical mental model of LLMs as prediction systems with context windows, training data, sampling and failure modes.
New to AIChatGPT & LLMs
Prompt Engineering Tutorial – Master ChatGPT and LLM Responses
freeCodeCamp.org. A longer, more patient course that earns its length. The chapters on best practices, zero-shot vs few-shot, and what hallucinations look like in prompted output are exactly the deepening you want once the article's five examples have clicked.
AI Expert note
If you're short on time, the chapters on best practices, zero-shot vs few-shot and hallucinations are the ones that deepen the article — the rest is background.
What you should get from this
You will be able to apply core prompting best practices and tell zero-shot from few-shot prompting in your own work.
Watch or know first
None, but it lands best after the article's five rewrites have clicked.
Last reviewed: May 18, 2026
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