[FreeCoursesOnline Me] [Packt] PyTorch Deep Learning in 7 Days [FCO]
File List
| File | Size |
|---|---|
| 01.Getting started with PyTorch/0101.The Course overview.mp4 | 23.54 MB |
| 01.Getting started with PyTorch/0102.Quick Intro to PyTorch.mp4 | 31.78 MB |
| 01.Getting started with PyTorch/0103.Installation and Jupyter Notebook Setup.mp4 | 13.89 MB |
| 01.Getting started with PyTorch/0104.Tensors and Basic Tensor Operations.mp4 | 129.13 MB |
| 01.Getting started with PyTorch/0105.Advanced Tensor Operations.mp4 | 26.74 MB |
| 01.Getting started with PyTorch/0106.Loading and Saving Data.mp4 | 15.11 MB |
| 01.Getting started with PyTorch/0107.Assignment.mp4 | 4.08 MB |
| 02.Building a Neural Network/0201.Introduction to Neural Networks.mp4 | 13.58 MB |
| 02.Building a Neural Network/0202.Creating a Neural Network with PyTorch Sequential.mp4 | 80.42 MB |
| 02.Building a Neural Network/0203.Activations, Loss Functions, and Gradients.mp4 | 73.73 MB |
| 02.Building a Neural Network/0204.Forward and Backward Passes.mp4 | 69.76 MB |
| 02.Building a Neural Network/0205.Building a Network with nn.Module.mp4 | 137.26 MB |
| 02.Building a Neural Network/0206.Assignment.mp4 | 2.98 MB |
| 03.Regression and Classification/0301.Loading Structured Data for Classification.mp4 | 97.33 MB |
| 03.Regression and Classification/0302.Preprocessing Data.mp4 | 80.24 MB |
| 03.Regression and Classification/0303.Classification, Accuracy, and the Confusion Matrix.mp4 | 18.35 MB |
| 03.Regression and Classification/0304.Loading Structured Data for Regression.mp4 | 107.09 MB |
| 03.Regression and Classification/0305.Neural Networks for Regression.mp4 | 74.95 MB |
| 03.Regression and Classification/0306.Assignment.mp4 | 2.28 MB |
| 04.Implementing Convolutional Neural Networks/0401.Convolutional Networks for Image Analysis.mp4 | 12.3 MB |
| 04.Implementing Convolutional Neural Networks/0402.Convolutional Concepts Filters, Strides, Padding, and Pooling.mp4 | 5.94 MB |
| 04.Implementing Convolutional Neural Networks/0403.Implementing a Convolutional Network.mp4 | 13.13 MB |
| 04.Implementing Convolutional Neural Networks/0404.Visualizing Convolutional Network Layers.mp4 | 14.16 MB |
| 04.Implementing Convolutional Neural Networks/0405.Implementing an End-To-End Deep Convolutional Network.mp4 | 13.06 MB |
| 04.Implementing Convolutional Neural Networks/0406.Assignment.mp4 | 513.72 KB |
| 05.Implementing Transfer Learning/0501.Transfer Learning and Prebuilt Models.mp4 | 5.44 MB |
| 05.Implementing Transfer Learning/0502.Deep Learning with VGG.mp4 | 11.39 MB |
| 05.Implementing Transfer Learning/0503.Transfer Learning with VGG.mp4 | 15.63 MB |
| 05.Implementing Transfer Learning/0504.Transfer Learning with ResNet.mp4 | 24.38 MB |
| 05.Implementing Transfer Learning/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 |
| 06.LSTM and Embedding for Natural Language Models/0602.Text Modeling with Bag-of-Words.mp4 | 7.88 MB |
| 06.LSTM and Embedding for Natural Language Models/0603.Sentiment Analysis with Bag-of-Words.mp4 | 16.05 MB |
| 06.LSTM and Embedding for Natural Language Models/0604.Sentiment Analysis with Word Embeddings.mp4 | 25.73 MB |
| 06.LSTM and Embedding for Natural Language Models/0605.Assignment.mp4 | 631.75 KB |
| 07.Deep Convolutional Generative Adversarial Networks/0701.Introduction to GANs and DCGANs.mp4 | 18.27 MB |
| 07.Deep Convolutional Generative Adversarial Networks/0702.Implementing DCGAN Model with PyTorch.mp4 | 14.51 MB |
| 07.Deep Convolutional Generative Adversarial Networks/0703.Training and Evaluating DCGAN on an Image Dataset.mp4 | 33.02 MB |
| 07.Deep Convolutional Generative Adversarial Networks/0704.Improving Performance.mp4 | 37.91 MB |
| 07.Deep Convolutional Generative Adversarial Networks/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 B |
| [TGx]Downloaded from torrentgalaxy.org.txt | 524 B |
| Torrent Downloaded From GloDls.to.txt | 84 B |
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