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- Whitening (13:20, 7 April 2013)
- Implementing PCA/Whitening (13:22, 7 April 2013)
- Softmax Regression (13:24, 7 April 2013)
- Self-Taught Learning (13:26, 7 April 2013)
- Self-Taught Learning to Deep Networks (13:29, 7 April 2013)
- Deep Networks: Overview (13:31, 7 April 2013)
- Stacked Autoencoders (13:33, 7 April 2013)
- UFLDL Tutorial (18:22, 7 April 2013)
- Fine-tuning Stacked AEs (04:04, 8 April 2013)
- Linear Decoders (04:06, 8 April 2013)
- Feature extraction using convolution (04:11, 8 April 2013)
- Pooling (04:17, 8 April 2013)
- 数据预处理 (04:22, 8 April 2013)
- Data Preprocessing (04:22, 8 April 2013)
- Deriving gradients using the backpropagation idea (04:26, 8 April 2013)
- Sparse Coding (04:28, 8 April 2013)
- Independent Component Analysis (04:35, 8 April 2013)
- 独立成分分析 (04:37, 8 April 2013)
- 矢量化编程 (04:59, 8 April 2013)
- 神经网络向量化 (05:02, 8 April 2013)
