CA331 | 9B307E247CB08211410FA9B43834F8635B10A6B5

CA331

Name	CA331	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.9 GB
Total Files	51
Hash	9B307E247CB08211410FA9B43834F8635B10A6B5

/1-convolutional-neural-networks/
1 - Introduction.mp4	67.1 MB
10 - Image filters with convolutions.mp4	40.0 MB
11 - Convolutional Layers.mp4	46.5 MB
12 - Convolutional Layers Continued.mp4	104.6 MB
13 - Pooling Layers.mp4	14.1 MB
14 - Pooling Layers Continued.mp4	44.5 MB
15 - Convolutional Neural Network.mp4	20.0 MB
16 - Convolutional Neural Network Continued.mp4	90.1 MB
17 - Weights in CNNs.mp4	20.6 MB
18 - Beyond Images.mp4	20.6 MB
19 - Exercise 1.mp4	43.9 MB
2 - Features from Pixels.mp4	42.6 MB
20 - Exercise 1: Solution.mp4	108.3 MB
21 - Exercise 2.mp4	56.7 MB
22 - Exercise 2: Solution.mp4	83.4 MB
3 - MNIST Classification.mp4	35.5 MB
4 - MNIST Classification.mp4	178.2 MB
5 - Beyond Pixels.mp4	38.8 MB
6 - Images as Tensors.mp4	41.3 MB
7 - Tensor Math.mp4	96.4 MB
8 - Convolution in 1 D.mp4	25.0 MB
9 - Convolution in 2 D.mp4	24.7 MB
/2-recurrent-neural-networks/
1 - Introduction.mp4	46.4 MB
10 - Exercise 1.mp4	22.5 MB
11 - Exercise 1: Solution.mp4	69.5 MB
12 - Exercise 2.mp4	17.0 MB
2 - Time Series.mp4	43.8 MB
3 - Sequence Problems.mp4	30.4 MB
4 - Vanilla RNN.mp4	21.4 MB
5 - LSTM and GRU.mp4	39.5 MB
6 - Time Series Forecasting.mp4	123.3 MB
7 - Time Series Forecasting with LSTM.mp4	59.9 MB
8 - Rolling Windows.mp4	20.1 MB
9 - Rolling Windows Continued.mp4	169.0 MB
/3-improving-performance/
1 - Introduction.mp4	37.0 MB
10 - Continuous Training.mp4	145.7 MB
11 - Hyperparameter Search.mp4	30.4 MB
12 - Embeddings.mp4	32.2 MB
13 - Embeddings Continued.mp4	34.1 MB
14 - IMBD.mp4	184.2 MB
15 - Exercise 1.mp4	15.7 MB
16 - Exercise 2.mp4	12.1 MB
17 - Exercise 3.mp4	72.8 MB
2 - Learning Curves.mp4	19.9 MB
3 - Learning Curves Continued.mp4	142.8 MB
4 - Batch Normalization.mp4	17.6 MB
5 - Batch Normalization Continued.mp4	126.5 MB
6 - Dropout.mp4	25.9 MB
7 - Dropout and Regularization.mp4	42.6 MB
8 - Data Augmentation.mp4	26.6 MB
9 - Continuous Learning.mp4	19.9 MB
Total files 51