[FreeCoursesOnline Me] [Packt] PyTorch Deep Learning in 7 Days [FCO]


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Torrent File Content (47 files)


[FreeCoursesOnline.Me] [Packt] PyTorch Deep Learning in 7 Days [FCO]
    01.Getting started with PyTorch
          0101.The Course overview.mp4 -
23.54 MB

          0102.Quick Intro to PyTorch.mp4 -
31.78 MB

          0103.Installation and Jupyter Notebook Setup.mp4 -
13.89 MB

          0104.Tensors and Basic Tensor Operations.mp4 -
129.13 MB

          0105.Advanced Tensor Operations.mp4 -
26.74 MB

          0106.Loading and Saving Data.mp4 -
15.11 MB

          0107.Assignment.mp4 -
4.08 MB

    02.Building a Neural Network
          0201.Introduction to Neural Networks.mp4 -
13.58 MB

          0202.Creating a Neural Network with PyTorch Sequential.mp4 -
80.42 MB

          0203.Activations, Loss Functions, and Gradients.mp4 -
73.73 MB

          0204.Forward and Backward Passes.mp4 -
69.76 MB

          0205.Building a Network with nn.Module.mp4 -
137.26 MB

          0206.Assignment.mp4 -
2.98 MB

    03.Regression and Classification
          0301.Loading Structured Data for Classification.mp4 -
97.33 MB

          0302.Preprocessing Data.mp4 -
80.24 MB

          0303.Classification, Accuracy, and the Confusion Matrix.mp4 -
18.35 MB

          0304.Loading Structured Data for Regression.mp4 -
107.09 MB

          0305.Neural Networks for Regression.mp4 -
74.95 MB

          0306.Assignment.mp4 -
2.28 MB

    04.Implementing Convolutional Neural Networks
          0401.Convolutional Networks for Image Analysis.mp4 -
12.3 MB

          0402.Convolutional Concepts Filters, Strides, Padding, and Pooling.mp4 -
5.94 MB

          0403.Implementing a Convolutional Network.mp4 -
13.13 MB

          0404.Visualizing Convolutional Network Layers.mp4 -
14.16 MB

          0405.Implementing an End-To-End Deep Convolutional Network.mp4 -
13.06 MB

          0406.Assignment.mp4 -
513.72 KB

    05.Implementing Transfer Learning
          0501.Transfer Learning and Prebuilt Models.mp4 -
5.44 MB

          0502.Deep Learning with VGG.mp4 -
11.39 MB

          0503.Transfer Learning with VGG.mp4 -
15.63 MB

          0504.Transfer Learning with ResNet.mp4 -
24.38 MB

          0505.Assignment.mp4 -
902.64 KB

    06.LSTM and Embedding for Natural Language Models
          0601.Recurrent Networks, RNN, and LSTM, GRU.mp4 -
8.32 MB

          0602.Text Modeling with Bag-of-Words.mp4 -
7.88 MB

          0603.Sentiment Analysis with Bag-of-Words.mp4 -
16.05 MB

          0604.Sentiment Analysis with Word Embeddings.mp4 -
25.73 MB

          0605.Assignment.mp4 -
631.75 KB

    07.Deep Convolutional Generative Adversarial Networks
          0701.Introduction to GANs and DCGANs.mp4 -
18.27 MB

          0702.Implementing DCGAN Model with PyTorch.mp4 -
14.51 MB

          0703.Training and Evaluating DCGAN on an Image Dataset.mp4 -
33.02 MB

          0704.Improving Performance.mp4 -
37.91 MB

          0705.Assignment.mp4 -
18.17 MB

    Exercise Files
          exercise_files.zip -
812.96 KB

     Discuss.FTUForum.com.html -
31.89 KB

     FreeCoursesOnline.Me.html -
108.3 KB

     FTUForum.com.html -
100.44 KB

     How you can help Team-FTU.txt -
235 bytes

     [TGx]Downloaded from torrentgalaxy.org.txt -
524 bytes

     Torrent Downloaded From GloDls.to.txt -
84 bytes



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