Ai Coding roadmap

This page summarizes the projects mentioned and recommended in the original post on /r/MLQuestions

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  • diffusion-models-class

    Materials for the Hugging Face Diffusion Models Course

    • https://huggingface.co/learn/nlp-course/ https://huggingface.co/docs/transformers (go through the task guide) https://github.com/huggingface/diffusion-models-class http://d2l.ai/ https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ

  • origin

    Origin is a browser extension that uses LLMs to redefine the browser experience. (by pgasawa)

    • Checkout langchain if you want to make your own checkbots. A good example. To learn more about embedding and vector databases, check out pinecone.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • approachingalmost

    Approaching (Almost) Any Machine Learning Problem

    • Check out this report and this book if you are interesting in ML competitions.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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