[FreeCourseSite com] Udemy - Deep Learning Convolutional Neural Networks in Python


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Torrent File Content (97 files)


[FreeCourseSite.com] Udemy - Deep Learning Convolutional Neural Networks in Python
    1. Outline and Review
          1. Introduction and Outline.mp4 -
2.92 MB

          1. Introduction and Outline.srt -
3.53 KB

          2. Review of Important Concepts.mp4 -
5.72 MB

          2. Review of Important Concepts.srt -
6.39 KB

          3. Where to get the code and data for this course.mp4 -
5.59 MB

          3. Where to get the code and data for this course.srt -
4.9 KB

          4. How to Succeed in this Course.mp4 -
6.41 MB

          4. How to Succeed in this Course.srt -
4.29 KB

          5. Tensorflow or Theano - Your Choice!.mp4 -
18.91 MB

          5. Tensorflow or Theano - Your Choice!.srt -
5.95 KB

          6. How to load the SVHN data and benchmark a vanilla deep network.mp4 -
10.07 MB

          6. How to load the SVHN data and benchmark a vanilla deep network.srt -
4.39 KB

    2. Convolution
          1. Real-Life Examples of Convolution.mp4 -
82.19 MB

          1. Real-Life Examples of Convolution.srt -
9.3 KB

          2. Beginner's Guide to Convolution.mp4 -
34.3 MB

          2. Beginner's Guide to Convolution.srt -
8.24 KB

          3. What is convolution.mp4 -
8.54 MB

          3. What is convolution.srt -
9.35 KB

          4. Convolution example with audio Echo.mp4 -
12.1 MB

          4. Convolution example with audio Echo.srt -
6.7 KB

          5. Convolution example with images Gaussian Blur.mp4 -
12.25 MB

          5. Convolution example with images Gaussian Blur.srt -
4.06 KB

          6. Convolution example with images Edge Detection.mp4 -
7.91 MB

          6. Convolution example with images Edge Detection.srt -
3.26 KB

          7. Write Convolution Yourself.mp4 -
18.34 MB

          7. Write Convolution Yourself.srt -
11.6 KB

          8. Alternative Views on Convolution.mp4 -
10.16 MB

          8. Alternative Views on Convolution.srt -
8.69 KB

    3. Convolutional Neural Network Description
          1. Translational Invariance.mp4 -
3.63 MB

          1. Translational Invariance.srt -
4.05 KB

          2. Architecture of a CNN.mp4 -
8.49 MB

          2. Architecture of a CNN.srt -
8.33 KB

          3. Convolution on 3-D Images.mp4 -
8.54 MB

          3. Convolution on 3-D Images.srt -
14.69 KB

          4. Tracking Shapes in a CNN.mp4 -
13.24 MB

          4. Tracking Shapes in a CNN.srt -
21.32 KB

          5. Relationship to Biology.mp4 -
3.94 MB

          5. Relationship to Biology.srt -
3.69 KB

          6. Convolution and Pooling Gradients.mp4 -
4.21 MB

          6. Convolution and Pooling Gradients.srt -
4.62 KB

          7. LeNet - How the Shapes Go Together.mp4 -
21.68 MB

          7. LeNet - How the Shapes Go Together.srt -
19.71 KB

    4. Convolutional Neural Network in Theano
          1. Theano - Building the CNN components.mp4 -
6.99 MB

          1. Theano - Building the CNN components.srt -
7.25 KB

          2. Theano - Full CNN and Test on SVHN.mp4 -
39.36 MB

          2. Theano - Full CNN and Test on SVHN.srt -
6.91 KB

          3. Visualizing the Learned Filters.mp4 -
8.94 MB

          3. Visualizing the Learned Filters.srt -
5.89 KB

    5. Convolutional Neural Network in TensorFlow
          1. TensorFlow - Building the CNN components.mp4 -
5.89 MB

          1. TensorFlow - Building the CNN components.srt -
6.28 KB



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