Up and Running with PyTorch By Jonathan Dinu

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Free Download Up and Running with PyTorch By Jonathan Dinu
Released 3/2025
By Jonathan Dinu
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 2h 55m | Size: 705 MB

Up and Running with PyTorch begins with an introduction to PyTorch and deep learning frameworks in general. You learn how the combination of automatic differentiation and transparent computation on GPUs have really enabled the current explosion of deep learning research. The video shows how you can use PyTorch to implement and learn a linear regression model as a stepping stone to building much more complex neural networks. Finally, the video demonstrates how to combine all of the components that PyTorch provides to build a simple feedforward multi-layer perceptron.

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705.06 MB | 00:23:56 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

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1 1 What Is PyTorch Up and Running with PyTorch.mp4 (17.95 MB)
1 10 Working with Devices Up and Running with PyTorch.mp4 (53.55 MB)
1 11 Components of a Learning Algorithm Up and Running with.mp4 (23.52 MB)
1 12 Introduction to Gradient Descent Up and Running with Py.mp4 (25.4 MB)
1 13 Getting to Stochastic Gradient Descent (SGD) Up and Run.mp4 (15.58 MB)
1 14 Comparing Gradient Descent and SGD Up and Running with.mp4 (30.34 MB)
1 15 Linear Regression with PyTorch Up and Running with PyTo.mp4 (130.23 MB)
1 16 Perceptrons and Neurons Up and Running with PyTorch.mp4 (32.76 MB)
1 17 Layers and Activations with torch nn Up and Running wit.mp4 (65.03 MB)
1 18 Multi-layer Feedforward Neural Networks (MLP) Up and Ru.mp4 (46.85 MB)
1 2 The PyTorch Layer Cake Up and Running with PyTorch.mp4 (36.46 MB)
1 3 The Deep Learning Software Trilemma Up and Running with.mp4 (23.74 MB)
1 4 What Are Tensors, Really Up and Running with PyTorch.mp4 (22.7 MB)
1 5 Tensors in PyTorch Up and Running with PyTorch.mp4 (39.98 MB)
1 6 Introduction to Computational Graphs Up and Running with.mp4 (25.16 MB)
1 7 Backpropagation Is Just the Chain Rule Up and Running wi.mp4 (34.89 MB)
1 8 Effortless Backpropagation with torch autograd Up and Ru.mp4 (56.75 MB)
1 9 PyTorch's Device Abstraction (i e , GPUs) Up and Running.mp4 (12.43 MB)
Up and Running with PyTorch Introduction Up and Running with.mp4 (9.33 MB)
Up and Running with PyTorch Summary Up and Running with PyTo.mp4 (2.42 MB)

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