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  1. Exercise:Convolution and Pooling ‎(226,637 views)
  2. Gradient checking and advanced optimization ‎(224,652 views)
  3. 池化 ‎(223,926 views)
  4. Using the MNIST Dataset ‎(219,246 views)
  5. Exercise:Softmax Regression ‎(215,454 views)
  6. Data Preprocessing ‎(205,162 views)
  7. 白化 ‎(198,664 views)
  8. Whitening ‎(195,552 views)
  9. 数据预处理 ‎(184,683 views)
  10. 神经网络向量化 ‎(182,320 views)
  11. 梯度检验与高级优化 ‎(179,854 views)
  12. Exercise:Self-Taught Learning ‎(170,962 views)
  13. Exercise: Implement deep networks for digit classification ‎(167,843 views)
  14. Deep Networks: Overview ‎(167,667 views)
  15. 可视化自编码器训练结果 ‎(163,628 views)
  16. 栈式自编码算法 ‎(162,962 views)
  17. 深度网络概览 ‎(160,486 views)
  18. Exercise:Vectorization ‎(156,090 views)
  19. 从自我学习到深层网络 ‎(154,896 views)
  20. Sparse Coding ‎(154,375 views)
  21. 逻辑回归的向量化实现样例 ‎(154,130 views)
  22. Self-Taught Learning ‎(151,258 views)
  23. Exercise:PCA and Whitening ‎(149,631 views)
  24. Implementing PCA/Whitening ‎(143,877 views)
  25. 自我学习 ‎(142,622 views)
  26. Visualizing a Trained Autoencoder ‎(133,577 views)
  27. Fine-tuning Stacked AEs ‎(133,542 views)
  28. 微调多层自编码算法 ‎(132,765 views)
  29. Pooling ‎(132,330 views)
  30. Self-Taught Learning to Deep Networks ‎(130,257 views)
  31. Linear Decoders ‎(129,345 views)
  32. 用反向传导思想求导 ‎(128,045 views)
  33. Logistic Regression Vectorization Example ‎(126,355 views)
  34. Neural Network Vectorization ‎(126,143 views)
  35. Sparse Coding: Autoencoder Interpretation ‎(114,157 views)
  36. 矢量化编程 ‎(113,187 views)
  37. 独立成分分析 ‎(112,971 views)
  38. 稀疏自编码器符号一览表 ‎(102,575 views)
  39. 实现主成分分析和白化 ‎(101,216 views)
  40. Exercise:PCA in 2D ‎(100,605 views)
  41. Exercise:Learning color features with Sparse Autoencoders ‎(99,366 views)
  42. Vectorization ‎(89,778 views)
  43. 线性解码器 ‎(84,054 views)
  44. Sparse Autoencoder Notation Summary ‎(83,442 views)
  45. MATLAB Modules ‎(82,689 views)
  46. Deriving gradients using the backpropagation idea ‎(80,603 views)
  47. Independent Component Analysis ‎(67,951 views)
  48. Exercise:Sparse Coding ‎(61,479 views)
  49. Exercise:Independent Component Analysis ‎(61,415 views)
  50. 稀疏自编码重述 ‎(54,622 views)

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