Chapters:
0:00 Quick Introduction
0:23 What is the AI we're talking about here?
0:43 How does our AI learn → Backpropagation?
3:35 Specifically, what do we need to do?
9:15 Starting to design the neural network!
12:24 How our model learns...
17:12 What the model training looks like
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Unwelcome school https://www.youtube.com/watch?v=pEg_d2f6myw
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ref:
Hung-yi Lee教授 【機器學習2021】https://www.youtube.com/watch?v=Ye018rCVvOo&list=PLJV_el3uVTsMhtt7_Y6sgTHGHp1Vb2P2J
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ref:
Hung-yi Lee教授 【機器學習2021】https://www.youtube.com/watch?v=Ye018rCVvOo&list=PLJV_el3uVTsMhtt7_Y6sgTHGHp1Vb2P2J
3Blue1Brown
微積分 https://www.youtu.be.com/watch?v=WUvTyaaNkzM&list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr&pp=iAQB
線性代數 https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab&pp=iAQB
神經網路 https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi&pp=iAQB
Matbatwings 紅石實現神經網路 https://youtu.be/DQ0lCm0J3PM?si=XM2gJ8Rs8p6bDoB1