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相关资料

数学/机器学习相关资料

轩兔的个人空间 i

数之道系列

机器学习白板推倒篇

zzm 自己做的几个小视频 hhh

入门教程(散装导师)

动手学深度学习(代码)

劈里啪啦的个人空间_哔哩哔哩_bilibili

论文阅读

  1. CVer 计算机视觉
  2. 跟李沐学 AI

工具

  1. connectedpaper
  2. Paperwithcode

Machine Learning

  • Stanford CS229: Machine Learning
  • Making Friends with Machine Learning
  • Applied Machine Learning
  • Introduction to Machine Learning (Tübingen)
  • Introduction to machine learning (Munich)
  • Statistical Machine Learning (Tübingen)
  • Probabilistic Machine Learning

Deep Learning

  • MIT: Deep Learning for Art, Aesthetics, and Creativity
  • Stanford CS230: Deep Learning (2018)
  • Practical Deep Learning for Coders
  • Introduction to Deep Learning (MIT)
  • Deep Learning: CS 182
  • Deep Unsupervised Learning
  • NYU Deep Learning SP21
  • Deep Learning (Tübingen)
  • Full Stack Deep Learning

NLP

  • Stanford CS25 - Transformers United
  • NLP Course (Hugging Face)
  • CS224N: Natural Language Processing with Deep Learning
  • CMU Neural Networks for NLP
  • CS224U: Natural Language Understanding
  • CMU Advanced NLP
  • Multilingual NLP
  • Advanced NLP
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