📄 Optional Recommended Reading
Resources
- linkhttps://www.oreilly.com/radar/a-field-guide-to-rapidly-improving-ai-products/
- linkhttps://www.honeyhive.ai/post/avoiding-common-pitfalls-in-llm-evaluation
- linkhttps://www.sh-reya.com/blog/in-defense-ai-evals
- linkhttps://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-024-02709-7
- linkhttps://dl.acm.org/doi/10.1145/3729176.3729200
- linkhttps://github.com/anthropics/prompt-eng-interactive-tutorial
- linkhttps://cookbook.openai.com/
Notes
📄
Optional Recommended Reading
Lesson 2
Articles
-
A Field Guide To Rapidly Improving AI Products (Hamel Husain): https://www.oreilly.com/radar/a-field-guide-to-rapidly-improving-ai-products/
-
Avoiding Common Pitfalls in LLM Evaluation (HoneyHive): https://www.honeyhive.ai/post/avoiding-common-pitfalls-in-llm-evaluation
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In Defense of AI Evals, For Everyone (Shreya Shankar): https://www.sh-reya.com/blog/in-defense-ai-evals
Case Studies
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Medical: https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-024-02709-7
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Evaluating AI-Generated EPICs: https://dl.acm.org/doi/10.1145/3729176.3729200
Prompting
-
Anthropic Prompt Engineering Interactive Tutorial: https://github.com/anthropics/prompt-eng-interactive-tutorial
-
OpenAI Cookbook: https://cookbook.openai.com/
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