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The 2021 course of machine learning by Li Hongyi of NTU is over! In addition to video and PPT, someone compiled a Q & a book

2021-09-15 06:07:05 Zhiyuan community

This year, 2 end of the month ,「 Master baokemeng 」 Li Hongyi's 《 machine learning 》 The latest course is officially Class opening . For students who want to get started with machine learning , This is a classic course that can't be missed , video 、PPT And other materials can be found on the course page , And the teaching language is Chinese .

The first video of the course has been played more than 6 Ten thousand times .
  • course home :https://speech.ee.ntu.edu.tw/~hylee/ml/2021-spring.html

  • Machine heart knowledge station entrance :https://app6ca5octe2206.pc.xiaoe-tech.com/detail/p_6049e1c6e4b05a6195befd56/6

「 From the most basic concept to the most forward-looking technology 」 Is the most important feature of this course , We can also roughly see from the course catalogue :
  • Course is an introduction to

  • Deep learning

  • Self attention

  • Machine learning theory

  • Transformer

  • Generative model

  • Self supervised learning

  • Explainable AI / Against attack

  • Domain adaption / Reinforcement learning

  • Quantum machine learning

  • Lifetime compression

  • Meta learning

just ,Reddit A netizen on the said , In order to facilitate everyone to better digest the content of this course , They compiled the answers together , A machine learning manual is formed for your reference :

  • Book address :https://rentruewang.github.io/learning-machine/intro.html

  • GitHub Address :https://github.com/rentruewang/learning-machine

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https://chowdera.com/2021/09/20210909121456480b.html

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