PROMPT ENGINEERING
Master the art of prompting foundation models. Learn zero-shot, few-shot, chain-of-thought, system prompts, and programmatic prompting techniques.
PROOF-OF-WORK TASKS6 TASKS
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Beginner
LEVEL 01
- 01Build a library of five reusable system prompts for different business roles and share them on LinkedIn
- 02Compare zero-shot vs. few-shot prompting performance on a complex classification task, then post the results
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Intermediate
LEVEL 02
- 01Implement Chain-of-Thought (CoT) and Self-Consistency prompting to solve a multi-step logical reasoning problem, then publish the prompt structures
- 02Create a prompt template library utilizing XML tags to structure outputs dynamically from an LLM, then write a post explaining the benefits
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Advanced
LEVEL 03
- 01Build a programmatic prompt evaluation framework using Python to test and rate prompt variations across different model APIs, then publish the repository
- 02Develop a structured prompt template system that generates precise JSON schemas with tool call simulation, then share the design walkthrough
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