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

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

          0102.Quick Intro to PyTorch.mp4 -

          0103.Installation and Jupyter Notebook Setup.mp4 -

          0104.Tensors and Basic Tensor Operations.mp4 -

          0105.Advanced Tensor Operations.mp4 -

          0106.Loading and Saving Data.mp4 -

          0107.Assignment.mp4 -

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

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

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

          0204.Forward and Backward Passes.mp4 -

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

          0206.Assignment.mp4 -

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

          0302.Preprocessing Data.mp4 -

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

          0304.Loading Structured Data for Regression.mp4 -

          0305.Neural Networks for Regression.mp4 -

          0306.Assignment.mp4 -

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

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

          0403.Implementing a Convolutional Network.mp4 -

          0404.Visualizing Convolutional Network Layers.mp4 -

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

          0406.Assignment.mp4 -

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

          0502.Deep Learning with VGG.mp4 -

          0503.Transfer Learning with VGG.mp4 -

          0504.Transfer Learning with ResNet.mp4 -

          0505.Assignment.mp4 -

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

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

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

          0604.Sentiment Analysis with Word Embeddings.mp4 -

          0605.Assignment.mp4 -

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

          0702.Implementing DCGAN Model with PyTorch.mp4 -

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

          0704.Improving Performance.mp4 -

          0705.Assignment.mp4 -

    Exercise Files
          exercise_files.zip -

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