台大李宏毅老師系列課程

These are transcripts for Hung-yi Lee's Lectures Lectures. First we get all the playlists in the playlist (ty youtubesearchpython), see their docs.
Then we download the audio for all of them (ty yt-dlp): yt-dlp -x --audio-format mp3 -o {mp3_file} -- {youtube_video_id}
Then we transcribe them (ty OpenAI Whisper): whisper --language Chinese --model large -o {out_dir} -- {mp3_file}
All credits and rights are belonged to Hung-yi Lee and his team.
miblue119 arrange the websites from Hung-yi Lee's youtube channel.

1 【機器學習 2023】(生成式 AI)(【機器學習2023】(生成式 AI))

2 【機器學習2022】(【機器學習2022】)

3 【機器學習2021】(中文版)(【機器學習2021】(中文版))

4 Linear Algebra 線性代數(Linear Algebra 線性代數(2021))

5 Deep Learning for Human Language Processing (2020,Spring)(Deep Learning for Human Language Processing (2020,Spring))

6 Next Step of Machine Learning (Hung-yi Lee, NTU, 2019)(Next Step of Machine Learning (Hung-yi Lee, NTU, 2019))

7 Machine Learning (Hung-yi Lee, NTU)(Machine Learning (Hung-yi Lee, NTU))

8 Advanced Topics in Deep Learning (Hung-yi Lee, NTU)(Advanced Topics in Deep Learning (Hung-yi Lee, NTU))

9 Structured Learning(Structured Learning)

10 Deep Learning Theory(Deep Learning Theory)

11 Generative Adversarial Network (GAN), 2018(Generative Adversarial Network (GAN), 2018)

12 Deep Reinforcement Learning, 2018(Deep Reinforcement Learning, 2018)

13 Linear Algebra 線性代數 (2018)(Linear Algebra 線性代數 (2018))

14 Generative Adversarial Network (GAN), 2017(Generative Adversarial Network (GAN), 2017)