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01-The Course Overview.mp4 11.05 MB
02-Installing TensorFlow.mp4 20.55 MB
02-Installing TensorFlow.txt 334 B
03-Simple Computations.mp4 20.41 MB
03-Simple Computations.txt 343 B
04-Logistic Regression Model Building.mp4 25.83 MB
04-Logistic Regression Model Building.txt 392 B
05-Logistic Regression Training.mp4 18.32 MB
05-Logistic Regression Training.txt 383 B
06-Basic Neural Nets.mp4 19.41 MB
06-Basic Neural Nets.txt 453 B
07-Single Hidden Layer Model.mp4 18.93 MB
07-Single Hidden Layer Model.txt 244 B
08-Single Hidden Layer Explained.mp4 17.04 MB
08-Single Hidden Layer Explained.txt 270 B
09-Multiple Hidden Layer Model.mp4 19.88 MB
09-Multiple Hidden Layer Model.txt 446 B
10-Multiple Hidden Layer Results.mp4 17.4 MB
10-Multiple Hidden Layer Results.txt 289 B
11-Convolutional Layer Motivation.mp4 12.79 MB
11-Convolutional Layer Motivation.txt 391 B
12-Convolutional Layer Application.mp4 25.62 MB
12-Convolutional Layer Application.txt 344 B
13-Pooling Layer Motivation.mp4 9.48 MB
13-Pooling Layer Motivation.txt 409 B
14-Pooling Layer Application.mp4 15.99 MB
14-Pooling Layer Application.txt 282 B
15-Deep CNN.mp4 24.05 MB
15-Deep CNN.txt 315 B
16-Deeper CNN.mp4 15.57 MB
16-Deeper CNN.txt 251 B
17-Wrapping Up Deep CNN.mp4 18.29 MB
17-Wrapping Up Deep CNN.txt 220 B
18-Introducing Recurrent Neural Networks.mp4 33.3 MB
18-Introducing Recurrent Neural Networks.txt 418 B
19-skflow.mp4 34.4 MB
19-skflow.txt 285 B
20-RNNs in skflow.mp4 15 MB
20-RNNs in skflow.txt 155 B
21-Research Evaluation.mp4 25.74 MB
22-The Future of TensorFlow.mp4 9.96 MB
22-The Future of TensorFlow.txt 306 B
CODE/5582_01_Code/5582_01_02_Code/install.sh 453 B
CODE/5582_01_Code/5582_01_03_Code/simple.py 2.14 KB
CODE/5582_01_Code/5582_01_04_Code/data_with_labels.npz 3.45 MB
CODE/5582_01_Code/5582_01_04_Code/logistic.py 3.14 KB
CODE/5582_01_Code/5582_01_05_Code/logistic.py 3.14 KB
CODE/5582_02_Code/5582_02_01_Code/basic_nn.py 1.17 KB
CODE/5582_02_Code/5582_02_02_Code/single_hidden.py 3.25 KB
CODE/5582_02_Code/5582_02_03_Code/single_hidden.py 3.25 KB
CODE/5582_02_Code/5582_02_04_Code/mlp.py 3.64 KB
CODE/5582_02_Code/5582_02_05_Code/mlp.py 3.64 KB
CODE/5582_03_Code/5582_03_02_Code/conv_simple.py 2.14 KB
CODE/5582_03_Code/5582_03_04_Code/conv_simple.py 2.14 KB
CODE/5582_03_Code/5582_03_05_Code/conv.py 5.1 KB
CODE/5582_03_Code/5582_03_05_Code/data_with_labels.npz 3.45 MB
CODE/5582_03_Code/5582_03_06_Code/conv_p2.py 5.75 KB
CODE/5582_03_Code/5582_03_07_Code/conv_p2.py 5.75 KB
CODE/5582_03_Code/5582_03_07_Code/data_with_labels.npz 3.45 MB
CODE/5582_04_Code/5582_04_01_Code/rnn.odg 9.92 KB
CODE/5582_04_Code/5582_04_01_Code/rnn_tf.py 3.73 KB
CODE/5582_04_Code/5582_04_01_Code/weather.npz 278.98 KB
CODE/5582_04_Code/5582_04_02_Code/data_with_labels.npz 3.45 MB
CODE/5582_04_Code/5582_04_02_Code/skflow_intro.py 3.89 KB
CODE/5582_04_Code/5582_04_03_Code/rnn_tf.py 3.73 KB
CODE/5582_04_Code/5582_04_03_Code/weather.npz 278.98 KB
CODE/5582_04_Code/skflow_intro.py 3.75 KB
CODE/5582_04_Code/weather.npz 278.98 KB
CODE/5582_05_Code/5582_05_01_Code/conv1.odg 20.76 KB
CODE/5582_05_Code/5582_05_01_Code/conv2.odg 22.43 KB
CODE/5582_05_Code/5582_05_01_Code/data_review.py 924 B
CODE/5582_05_Code/5582_05_01_Code/data_with_labels.npz 3.45 MB
CODE/5582_05_Code/5582_05_01_Code/logistic.odg 13.23 KB
CODE/5582_05_Code/5582_05_01_Code/mlp.odg 20.29 KB
CODE/5582_05_Code/5582_05_01_Code/single_hidden.odg 18.95 KB
content.txt 3.36 KB
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