【3873】-李宏毅2021春机器学习课程

01-2021-机器学习相关规定.mp4

02第一节-上机器学习基本概念简介.mp4

03一下一深度学习基本概念简介.mp4

04-Google_Colab教学.mp-

05_pytorch_教学part1.mp4

06_Pytorch_教学_part2-英文有字幕-.mp4

07-作业说明HW1_slides .mp4

08-选修To-Learn_More 深度学习简介.mp4

09_选修-ToLearn_More-反向传播_Backpropagation-.mp4

100 选修_To_Learn_MoreMeta_Learning Metric_based_2_.mp4

101 选修_To_Lear_More Meta_Learning Metric_based_3.mp4

102 选修_To-Lean_MoreMetaLearming_Train_Test-asRNN .mp4

10第二节-机器学习任务攻略.mp4

11类神经网络训练不起来怎么办--局部最小值一local-minima-与鞍点saddle-point-.mp4

12-类神经网络训练不起来怎么办二一批次batch-与动量-momentum_.mp4

13-类神经网络训练不起来怎么办一自动调整学习率 LearningRate-.mp4

14类神经网络训练不起来怎么办-四一损失函数_Loss-也可能有影细.mp4

15-类神经网络训练不起来怎么办-五一批次标准化-Batch-Normalization-.mp4

16 选修 To Lear_More Optimization for_Deep Leaming_12 .mp4

17选修_ToLearn_More_optimization_for_Deep_Learning_2_2_.mp4

18 选修 To_Learm_MoreClassification .mp4

19 选修To_Learn_MoreLogistic_Regression .mp4

20-作业说明_HW2中文低画质版.mp4

21-作业说明_HW2-英文有字幕高清版.mp4

22-第三节_卷积神经网络_CNN_.mp4

23-自注意力机制_Self_attention-上_.mp4

24-自注意力机制Self-attention-下_mp4

25-选修To-Learm_More_Unsupervised_Learming_Word_Embedding .mp4

26-选修To-Learn_MoreSpatial_Transformer_Layer .mp4

27选修To_Leam_More  Recurrent_NeuralL_Network.mp4

28-选修_To_Learm_More Graph_Neural_Network_12_.mp4

29 选修To_Learn_MoreGraph_Neural_Network22_.mp4

30-作业说明HW3-中文低画质.mp4

31-作业说明-HW3-英文高画质有字幕.mp4

32-作业说明HW4_中文低画质版.mp4

33-作业说明_HW4-英文无字幕高清版.mp4

34第五节Transformer上.mp4
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