MachineLearning

Courses, papers and websites related with Machine Learning.

• StatQuest

  • Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!: https://www.youtube.com/watch?v=bQ5BoolX9Ag

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• Websites

  • GAN: 

• Online Machine Learning Lectures

  • Generative Adversarial Network (GAN)

    • Dr Hung-yi Lee 李宏毅 (National Taiwan University), GAN Lecture 01; 02; 03; 04; 05; 06; 07; 08; 09; 10

  • Auto-Encoder 

    • Dr Hung-yi Lee 李宏毅 (National Taiwan University) More about Auto-encoder (1/4): 01; 02; 03; 04

    • Variational AutoEncoder

  • Machine Learning

    • Dr Hung-yi Lee 李宏毅 (National Taiwan University), Machine Learning series. This series is very good.

    • Practical Machine Learning Tutorial with Python Intro p.1

    • Machine learning online courses offered by Dr. Andrew Nguyen

    • Machine Learning online course offered by Dr. Andrew Nguyen

    • Machine learning online courses offered by Professor Yaser Abu-Mostafa at CalTech

  • Network Compression

    • Dr Hung-yi Lee 李宏毅 (National Taiwan University), 1 - 6

  • Deep Learning

    • Reinforce Learning: Dr Hung-yi Lee 李宏毅 (National Taiwan University), 1 - 8

    • Deep learning online courses offered by Dr. Andrew Nguyen

  • Book

    • Python machine learning : unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics