AI Lesson & Submodule
Few-shot and Zero-shot Prompting
Learn when to provide examples in prompts to guide model logic.
Why This Matters
Providing clear context examples helps models learn specialized formats without fine-tuning weights.
What You Will Learn
- •Structure few-shot examples
- •Contrast zero-shot vs few-shot
- •Avoid example selection bias
Concepts Covered
Few-shot templatesZero-shot baselinesFormatting guides
Mapped Foundation Project: AI Scam Detector
System design analyzing incoming messages for fraud signals, using classification prompt instructions and confidence bounds.
Architecture Preview
Inbound message router evaluating inputs against prompt structures and returning classified risk vectors.
User Input TextScam Evaluator PromptScam Model Call
Tech Stack Planned
ReactTypeScript
GitHub: Coming SoonLive Demo: Coming Soon
Coming SoonTechnical Interview Value
- ?Design a type-safe few-shot prompt using markdown list formats