[FreeCoursesOnline Me] PacktPub -Learn Artificial Intelligence with TensorFlow [Video]
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[FreeCoursesOnline Me] PacktPub -Learn Artificial Intelligence with TensorFlow [Video]
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Torrent File Content (33 files)
[FreeCoursesOnline.Me] PacktPub -Learn Artificial Intelligence with TensorFlow [Video]
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237 bytes
1.TensorFlow Setup and Fundamental Concepts
01.The Course Overview.mp4 -
01.The Course Overview.mp4 -
50.53 MB
02.Machine Learning Basics.mp4 -
60.9 MB
03.TensorFlow Basics Part 1 - Tensors and Variables.mp4 -
113.3 MB
04.TensorFlow Basics Part 2 - Graphs and Sessions.mp4 -
100.71 MB
05.TensorFlow Basics Part 3 - Training, Saving, and Restoring.mp4 -
99.12 MB
2.Computer Vision
06.Convolutional Neural Networks.mp4 -
06.Convolutional Neural Networks.mp4 -
101.29 MB
07.Preprocessing, Pooling, and Batch Normalization.mp4 -
8.73 MB
08.Training a CNN on CIFAR-10 – Part 1.mp4 -
24.13 MB
09.Training a CNN on CIFAR-10 – Part 2.mp4 -
36.13 MB
3.Natural Language Processing and Recurrent Neural Networks
10.Embeddings.mp4 -
10.Embeddings.mp4 -
356.77 MB
11.Recurrent Neural Networks.mp4 -
20.3 MB
12.Bidirectionality and Stacking RNNs.mp4 -
7.94 MB
13.Models for Text Classification – Part 1.mp4 -
23.24 MB
14.Models for Text Classification – Part 2.mp4 -
18.9 MB
4.Tips and Tricks
15.TensorBoard.mp4 -
15.TensorBoard.mp4 -
61.3 MB
16.Working with Estimators.mp4 -
38.89 MB
17.Training Tips.mp4 -
38.92 MB
18.Debugging Strategies.mp4 -
31.45 MB
5.TensorFlow in Production
19.Requirements for ML at Scale.mp4 -
19.Requirements for ML at Scale.mp4 -
81.32 MB
20.TensorFlow with C++.mp4 -
74.61 MB
21.TensorFlow Serving.mp4 -
38.89 MB
22.TensorFlow Lite.mp4 -
4.58 MB
6.Miscellaneous Topics and Course Summary
23.TPUs.mp4 -
23.TPUs.mp4 -
104.85 MB
24.AutoML.mp4 -
11.69 MB
25.TensorFlow Eager.mp4 -
311.92 MB
26.Course Summary and Next Steps.mp4 -
67.98 MB
Exercise Files
code_33512.zip -
code_33512.zip -
75.48 KB
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