李宏毅 ML2021 機器學習筆記
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optimization
6 items with this tag.
Jun 01, 2026
第03堂課：機器學習任務攻略 (Overfitting & Optimization)
machinelearning
deeplearning
overfitting
optimization
Jun 01, 2026
第04堂課：類神經網路訓練不起來怎麼辦 (一)： 局部最小值 (local minima) 與鞍點 (saddle point)
machinelearning
ml2021
optimization
gradientdescent
criticalpoint
saddlepoint
localminima
hessian
Jun 01, 2026
第07堂課：What to do when optimization fails? (Part 3 of 4)
machinelearning
ml2021
overfitting
modelbias
optimization
Jun 01, 2026
第09堂課：Classification (Short Version)
machinelearning
ml2021
modelbias
overfitting
optimization
Jun 01, 2026
第16堂課：Batch Normalization
machinelearning
ml2021
batchnormalization
optimization
deeplearning
Jun 01, 2026
第20堂課：Transformer (Part 2 of 2)
machinelearning
ml2021
deeplearning
optimization