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Prompt Engineering Lab
starter
6 lessons
Prompt Engineering Lab
Track: starter Tier: starter
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Course Lessons
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1
Structured Outputs & Schemas
JSON outputs, validation checks, and failure handling.
2
Learning outcomes
- Create JSON schemas for outputs. - Validate and repair outputs. - Design 'strict mode' prompts.
3
Project
Make an extraction prompt that outputs JSON matching a schema for leads: name, role, email, company,…
4
Few-shot, Retrieval, and Examples
Using examples effectively; when to retrieve; how to avoid leakage.
5
Learning outcomes
- Select representative examples. - Avoid overfitting to examples. - Use retrieval sparingly and saf…
6
Project
Build a few-shot prompt that classifies support tickets into 12 categories and measure accuracy on 5…