Reference

Date: Auguest 20, 2024

Referecne

• Article on RAG from:
  • AWS
  • Google cloud
  • IBM
  • Oracle
  • databricks
• Youtube on RAG from:
  • What is RAG
    • How to set up RAG - demo
  • Python RAG with local LLM
  • Advanced RAG Concept
  • RRF - How to stop worrying about boosting
  • Training RAG
  • RAG with DuckDB
  • Hybrid Search for RAG in DuckDB - RRF

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• Transformer - youtube
• Transformer - article
• Eric Schmidt, AI Conference at Standford
• Geoffrey Hinton: Will digital intelligence replace biological intelligence?
• Henrik Kniberg: Generative AI in a Nutshell
• Emergent Garden: Why Neural Networks can learn (almost) anything
• Emergent Garden: Watching Neural Networks Learn
• Steve Brunton: Physics Informed Machine Learning
• How I became a machine learning practitioner
• Gavin Uberti - Real-Time AI & The Future of AI Hardware
• Michael Royzen: Beating GPT-4 with Open Source Models (Phind)
• YC Combinator AI startup by college kids (2024)
• Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

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• tldr tech
• Transformer explainer
• Youtube
  • AI, Machine Learning, Deep Learning and Generative AI Explained
  • The Rise of Generative AI - series
  • Generative AI in a Nutshell
• Make Your Own Neural Network
• Neural Networks From Scratch
• Understanding Deep Learning
• Deep Learning: Foundations and Concepts
• Zero to Mastery Learn PyTorch for Deep Learning
• LLMs from scratch
• Andrej Karpathy, intro to neural networks and backpropagation: building micrograd
• Diffusion models from scratch, from a new theoretical perspective
• 3Blue1Brown: But what is a neural network?
• 3Blue1Brown: Visualizing Attention, a Transformer's Heart
• Mamba explained
• LLaMA Now Goes Faster on CPUs
• Mamba-Palooza: 90 Days of Mamba-Inspired Research with Jason Meaux: Part 1
• Mamba-Palooza: 90 Days of Mamba-Inspired Research with Jason Meaux: Part 2