| CA331/1-convolutional-neural-networks/1 - Introduction.mp4 |
64 MB |
| CA331/1-convolutional-neural-networks/10 - Image filters with convolutions.mp4 |
38.1 MB |
| CA331/1-convolutional-neural-networks/11 - Convolutional Layers.mp4 |
44.4 MB |
| CA331/1-convolutional-neural-networks/12 - Convolutional Layers Continued.mp4 |
99.8 MB |
| CA331/1-convolutional-neural-networks/13 - Pooling Layers.mp4 |
13.4 MB |
| CA331/1-convolutional-neural-networks/14 - Pooling Layers Continued.mp4 |
42.4 MB |
| CA331/1-convolutional-neural-networks/15 - Convolutional Neural Network.mp4 |
19.1 MB |
| CA331/1-convolutional-neural-networks/16 - Convolutional Neural Network Continued.mp4 |
85.9 MB |
| CA331/1-convolutional-neural-networks/17 - Weights in CNNs.mp4 |
19.7 MB |
| CA331/1-convolutional-neural-networks/18 - Beyond Images.mp4 |
19.7 MB |
| CA331/1-convolutional-neural-networks/19 - Exercise 1.mp4 |
41.8 MB |
| CA331/1-convolutional-neural-networks/2 - Features from Pixels.mp4 |
40.6 MB |
| CA331/1-convolutional-neural-networks/20 - Exercise 1: Solution.mp4 |
103.3 MB |
| CA331/1-convolutional-neural-networks/21 - Exercise 2.mp4 |
54 MB |
| CA331/1-convolutional-neural-networks/22 - Exercise 2: Solution.mp4 |
79.5 MB |
| CA331/1-convolutional-neural-networks/3 - MNIST Classification.mp4 |
33.8 MB |
| CA331/1-convolutional-neural-networks/4 - MNIST Classification.mp4 |
170 MB |
| CA331/1-convolutional-neural-networks/5 - Beyond Pixels.mp4 |
37 MB |
| CA331/1-convolutional-neural-networks/6 - Images as Tensors.mp4 |
39.4 MB |
| CA331/1-convolutional-neural-networks/7 - Tensor Math.mp4 |
91.9 MB |
| CA331/1-convolutional-neural-networks/8 - Convolution in 1 D.mp4 |
23.9 MB |
| CA331/1-convolutional-neural-networks/9 - Convolution in 2 D.mp4 |
23.5 MB |
| CA331/2-recurrent-neural-networks/1 - Introduction.mp4 |
44.2 MB |
| CA331/2-recurrent-neural-networks/10 - Exercise 1.mp4 |
21.4 MB |
| CA331/2-recurrent-neural-networks/11 - Exercise 1: Solution.mp4 |
66.2 MB |
| CA331/2-recurrent-neural-networks/12 - Exercise 2.mp4 |
16.2 MB |
| CA331/2-recurrent-neural-networks/2 - Time Series.mp4 |
41.8 MB |
| CA331/2-recurrent-neural-networks/3 - Sequence Problems.mp4 |
29 MB |
| CA331/2-recurrent-neural-networks/4 - Vanilla RNN.mp4 |
20.4 MB |
| CA331/2-recurrent-neural-networks/5 - LSTM and GRU.mp4 |
37.7 MB |
| CA331/2-recurrent-neural-networks/6 - Time Series Forecasting.mp4 |
117.6 MB |
| CA331/2-recurrent-neural-networks/7 - Time Series Forecasting with LSTM.mp4 |
57.1 MB |
| CA331/2-recurrent-neural-networks/8 - Rolling Windows.mp4 |
19.2 MB |
| CA331/2-recurrent-neural-networks/9 - Rolling Windows Continued.mp4 |
161.2 MB |
| CA331/3-improving-performance/1 - Introduction.mp4 |
35.3 MB |
| CA331/3-improving-performance/10 - Continuous Training.mp4 |
139 MB |
| CA331/3-improving-performance/11 - Hyperparameter Search.mp4 |
29 MB |
| CA331/3-improving-performance/12 - Embeddings.mp4 |
30.7 MB |
| CA331/3-improving-performance/13 - Embeddings Continued.mp4 |
32.5 MB |
| CA331/3-improving-performance/14 - IMBD.mp4 |
175.7 MB |
| CA331/3-improving-performance/15 - Exercise 1.mp4 |
15 MB |
| CA331/3-improving-performance/16 - Exercise 2.mp4 |
11.5 MB |
| CA331/3-improving-performance/17 - Exercise 3.mp4 |
69.5 MB |
| CA331/3-improving-performance/2 - Learning Curves.mp4 |
19 MB |
| CA331/3-improving-performance/3 - Learning Curves Continued.mp4 |
136.1 MB |
| CA331/3-improving-performance/4 - Batch Normalization.mp4 |
16.8 MB |
| CA331/3-improving-performance/5 - Batch Normalization Continued.mp4 |
120.6 MB |
| CA331/3-improving-performance/6 - Dropout.mp4 |
24.7 MB |
| CA331/3-improving-performance/7 - Dropout and Regularization.mp4 |
40.6 MB |
| CA331/3-improving-performance/8 - Data Augmentation.mp4 |
25.4 MB |
| CA331/3-improving-performance/9 - Continuous Learning.mp4 |
19 MB |
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