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1.TensorFlow Setup and Fundamental Concepts/01.The Course Overview.mp4
50.53MB
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1.TensorFlow Setup and Fundamental Concepts/02.Machine Learning Basics.mp4
60.9MB
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1.TensorFlow Setup and Fundamental Concepts/03.TensorFlow Basics Part 1 - Tensors and Variables.mp4
113.3MB
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1.TensorFlow Setup and Fundamental Concepts/04.TensorFlow Basics Part 2 - Graphs and Sessions.mp4
100.71MB
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1.TensorFlow Setup and Fundamental Concepts/05.TensorFlow Basics Part 3 - Training, Saving, and Restoring.mp4
99.12MB
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2.Computer Vision/06.Convolutional Neural Networks.mp4
101.29MB
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2.Computer Vision/07.Preprocessing, Pooling, and Batch Normalization.mp4
8.73MB
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2.Computer Vision/08.Training a CNN on CIFAR-10 – Part 1.mp4
24.13MB
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2.Computer Vision/09.Training a CNN on CIFAR-10 – Part 2.mp4
36.13MB
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3.Natural Language Processing and Recurrent Neural Networks/10.Embeddings.mp4
356.77MB
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3.Natural Language Processing and Recurrent Neural Networks/11.Recurrent Neural Networks.mp4
20.3MB
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3.Natural Language Processing and Recurrent Neural Networks/12.Bidirectionality and Stacking RNNs.mp4
7.94MB
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3.Natural Language Processing and Recurrent Neural Networks/13.Models for Text Classification – Part 1.mp4
23.24MB
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3.Natural Language Processing and Recurrent Neural Networks/14.Models for Text Classification – Part 2.mp4
18.9MB
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4.Tips and Tricks/15.TensorBoard.mp4
61.3MB
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4.Tips and Tricks/16.Working with Estimators.mp4
38.89MB
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4.Tips and Tricks/17.Training Tips.mp4
38.92MB
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4.Tips and Tricks/18.Debugging Strategies.mp4
31.45MB
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5.TensorFlow in Production/19.Requirements for ML at Scale.mp4
81.32MB
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5.TensorFlow in Production/20.TensorFlow with C++.mp4
74.61MB
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5.TensorFlow in Production/21.TensorFlow Serving.mp4
38.89MB
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5.TensorFlow in Production/22.TensorFlow Lite.mp4
4.58MB
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6.Miscellaneous Topics and Course Summary/23.TPUs.mp4
104.85MB
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6.Miscellaneous Topics and Course Summary/24.AutoML.mp4
11.69MB
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6.Miscellaneous Topics and Course Summary/25.TensorFlow Eager.mp4
311.92MB
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6.Miscellaneous Topics and Course Summary/26.Course Summary and Next Steps.mp4
67.98MB
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Exercise Files/code_33512.zip
75.48KB
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