@mudiarto’s notebooks
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  1. Notes
  2. Links and Refs
  • Home
  • Notes
    • Updating My Resume (wip)
    • My dotfiles story (wip)
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    • How to download & run GGUF models
    • llama.cpp Experiment (wip)
    • mlflow experiment (wip)

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    • AI
      • Learning AI
        • books, tutorials
        • links
        • refs, cheatsheets
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Links and Refs

My unorganized list of links

AI

Learning AI

books, tutorials

  • Sebastian Raschka - good book to learn AI from scratch
  • Dive into Deep Learning - learn ai from the concepts, the context, and the code. Academic.
  • Fast AI - Practical deep learning for coders, with less math. Very practical
  • Neural Network & Deep Learning - Free online book

links

  • AI Canon - collections of links to learn AI
  • Ilya Sutskever to John Carmack list of links - Ilya Sutskever “If you really learn all of these, you’ll know 90% of what matters today” (2024) - very technical

refs, cheatsheets

  • Google’s Machine Learning Glossary - in case I forget something
  • AI Wiki - A repository of machine learning, data science, and artificial intelligence (AI) terms for individuals and businesses
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