Tutorial
  • Research Skill Bootcamp
    • Overview
    • Introduction to Research
    • Literature Review
    • Latex, Overleaf and Template
    • Latex, use TikZ to draw diagram
    • Introduction to Pytorch
    • Introduction to Neural Networks, MLP, CNN, RNN, Transformer
    • Problem Formulation and Experiment Design
    • Before Vision Becomes Reality
  • AI Engineer Bootcamp
    • Poster
    • Introduction
    • Development Environment Setup
    • Docker
    • Git, GitHub and Agile
    • Introduction to RAG
    • Full Stack Intro, Demo and Setup
    • Python Package Development
    • Databases
    • React
    • Django
    • GraphQL and Hasura
    • Authentication and Authorization
    • Deploy and CI/CD
    • Project Demo
    • External Resources
    • Knowledge Graph and GraphRAG
  • Dev Setup
    • How to install Docker
    • Docker 101
  • GPU Resources
    • HPC 101
    • Kaya
      • Demo project
      • Interactively use Kaya with JetBrains Gateway
      • Battle notes
      • Run experiment on Multiple GPU in Kaya
    • DUG
      • DUG HPC FastX connection Guide for Linux
  • Background Knowledge
    • Public Available LLM
      • Self-Hosted LLM
      • Quantization demo
      • Public Open LLM API
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Last updated 19 days ago

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Research_Skill_Bootcamp.pdf
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