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