Complete AI Course on Prompting, Evals, RAG, and Fine-Tuning | Adam Loving (Meta)
Episode description
Adam Loving (Meta) has helped 100s of companies craft AI products. Our interview is a complete, beginner friendly AI course on how to use prompting, evals, RAG, and fine-tuning to build great AI products.
Timestamps:
(00:00) The 2 types of AI optimizations every PM needs to know
(02:52) 4 tips to craft compelling AI prompts
(07:14) 4 types of AI evaluations to consider
(12:06) The scoring trick for advanced AI evaluations
(21:50) Retrieval augmented generation explained
(27:29) Is fine-tuning basically lobotomizing your AI model?
(30:31) Now I finally understand vector databases
(41:40) Why Meta thinks open source will win
(44:04) Adam's best advice after leading 100s of AI integrationsWhere to find Adam:
LinkedIn: https://www.linkedin.com/in/adamloving/
Website: https://www.llama.com/Get the takeaways: https://creatoreconomy.so/p/complete-ai-course-on-prompting-evals-rag-fine-tuning-adam-loving📌 Subscribe to this channel – more interviews coming soon!