1 Linear Classifiers (269.41 MB)
10 Problem solving through artificial neural networks (169.87 MB)
11 Advanced optimization methods (115.52 MB)
12 Dropout in artificial neural training (102.07 MB)
13 Convolutional Neural Networks (183.85 MB)
2 Multi-class SVM cost function (153.55 MB)
3 Overfitting and Regularization (55.04 MB)
4 Softmax cost function (54.77 MB)
5 Cost function optimization (30.85 MB)
6 Gradient Descent Algorithm (154.54 MB)
7 Back propagation algorithm (162.02 MB)
8 Multi-layer artificial neural networks (267.32 MB)
9 Deep Neural Networks (240.31 MB)
1 Intdro and a quick review of basic concepts (519.25 MB)
1 2 Image tasks (2.12 MB)
2 Cost functions (165.81 MB)
1 Softmax and optimization (Quick review) (666.07 MB)
1 4 iranians dataset (1.48 MB)
1 5 results (2.36 MB)
2 optimization (529.19 MB)
1 ANNs (4.41 KB)
1 20 word-vecs-comparative superlative (297.89 KB)
1 4 kaggle-fish-types (4.21 MB)
1 5 localization (3.66 MB)
1 9 testAndTrainCVSfiles (50.65 MB)