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by GoldenMonkey 1035 days ago
Caltech machine learning intro course: https://www.youtube.com/watch?v=mbyG85GZ0PI

karpathy's Zero to Hero series (https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThs...)

meta llama 2 - is open source https://github.com/facebookresearch/llama/tree/main

Tools:

ai - hosting Banana - Machine Learning Model Deployment on Serverless GPUs https://www.banana.dev

pinecone - vector database: https://www.pinecone.io

how to run AI language models on a single cpu pc - https://news.ycombinator.com/item?id=34869960

1 comments

Thanks for the mention: we've got tons of free content at https://www.pinecone.io/learn

and a lot of open-source Notebooks at github.com/pinecone-io/examples which demonstrate techniques from semantic search to question and answering to retrieval augmented generation (RAG)

FWIW, our free tier is sufficient to use any of these notebooks or our open source vercel templates - so whether you're a student or just a solo dev looking to learn, you can create a free account and get started and never pay a dime - the one limitation is you can only have one index live at a time - so delete it once you're finished experimenting with a given notebook.