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- Reflist (02:42, 27 February 2011)
- Backpropagation vectorization hints (01:42, 2 March 2011)
- Sandbox (11:50, 23 March 2011)
- Visualization with PCA/Whitening (20:20, 6 April 2011)
- Exercise: PCA in 2D (23:57, 10 April 2011)
- Fminlbfgs Details (01:15, 22 April 2011)
- Code (01:25, 22 April 2011)
- Wiki documentation (16:57, 22 April 2011)
- Style Guide (02:16, 29 April 2011)
- MATLAB Modules (19:55, 29 April 2011)
- Using the MNIST Dataset (14:46, 3 May 2011)
- Exercise:Vectorization (11:00, 26 May 2011)
- Exercise:PCA in 2D (11:01, 26 May 2011)
- Exercise:PCA and Whitening (11:01, 26 May 2011)
- Exercise:Softmax Regression (11:02, 26 May 2011)
- Exercise:Self-Taught Learning (11:02, 26 May 2011)
- Exercise: Implement deep networks for digit classification (11:04, 26 May 2011)
- Exercise:Sparse Coding (06:59, 29 May 2011)
- Exercise:Convolution and Pooling (19:16, 3 June 2011)
- Useful Links (17:18, 9 June 2011)