Pluralsight Path Building Deep Learning Solutions with PyTorch (2020)
File List
| File | Size |
|---|---|
| scr.png | 184.09 KB |
| ~i.txt | 663 B |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/exercise.7z | 1.32 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/playlist.m3u | 3.59 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/~i.txt | 2.34 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4 | 3.7 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt | 2.87 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/01. Version Check.mp4 | 550.56 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/01. Version Check.vtt | 7 B |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/02. Module Overview.mp4 | 1.3 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/02. Module Overview.vtt | 1.44 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/03. Prerequisites and Course Outline.mp4 | 2.8 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/03. Prerequisites and Course Outline.vtt | 3.06 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/04. Representation Learning Using Neural Networks.mp4 | 10.35 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/04. Representation Learning Using Neural Networks.vtt | 9.86 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/05. Neuron as a Mathematical Function.mp4 | 9.26 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/05. Neuron as a Mathematical Function.vtt | 8.11 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/06. Activation Functions.mp4 | 7.32 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/06. Activation Functions.vtt | 7.39 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/07. Introducing PyTorch.mp4 | 5.73 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/07. Introducing PyTorch.vtt | 6.55 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/08. TensorFlow and PyTorch.mp4 | 6.75 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/08. TensorFlow and PyTorch.vtt | 6.71 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/09. Demo - PyTorch Install and Setup.mp4 | 9.51 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/09. Demo - PyTorch Install and Setup.vtt | 7.82 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/10. Summary.mp4 | 1.4 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/10. Summary.vtt | 1.52 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/01. Module Overview.mp4 | 3.21 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/01. Module Overview.vtt | 2.94 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/02. Demo - Creating and Initializing Tensors.mp4 | 13.19 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/02. Demo - Creating and Initializing Tensors.vtt | 12.3 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/03. Demo - Simple Operations on Tensors.mp4 | 10.82 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/03. Demo - Simple Operations on Tensors.vtt | 9.9 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/04. Demo - Elementwise and Matrix Operations on Tensors.mp4 | 7.69 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/04. Demo - Elementwise and Matrix Operations on Tensors.vtt | 7.23 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/05. Demo - Converting between PyTorch Tensors and NumPy Arrays.mp4 | 8.39 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/05. Demo - Converting between PyTorch Tensors and NumPy Arrays.vtt | 7.3 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/06. PyTorch Support for CUDA Devices.mp4 | 9.47 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/06. PyTorch Support for CUDA Devices.vtt | 8.57 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/07. Demo - Setting up a Deep Learning VM to Work with GPUs.mp4 | 15.47 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/07. Demo - Setting up a Deep Learning VM to Work with GPUs.vtt | 9.07 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/08. Demo - Creating Tensors on CUDA-enabled Devices.mp4 | 6.93 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/08. Demo - Creating Tensors on CUDA-enabled Devices.vtt | 6.26 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/09. Demo - Working with the Device Context Manager.mp4 | 9.23 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/09. Demo - Working with the Device Context Manager.vtt | 7.17 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/10. Summary.mp4 | 1.54 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/10. Summary.vtt | 1.72 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/01. Module Overview.mp4 | 1.54 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/01. Module Overview.vtt | 1.87 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/02. Gradient Descent Optimization.mp4 | 6.32 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/02. Gradient Descent Optimization.vtt | 6.42 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/03. Forward and Backward Passes.mp4 | 4.92 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/03. Forward and Backward Passes.vtt | 4.64 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/04. Calculating Gradients.mp4 | 7.31 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/04. Calculating Gradients.vtt | 7.41 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/05. Using Gradients to Update Model Parameters.mp4 | 5.9 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/05. Using Gradients to Update Model Parameters.vtt | 5.74 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/06. Two Passes in Reverse Mode Automatic Differentiation.mp4 | 5.99 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/06. Two Passes in Reverse Mode Automatic Differentiation.vtt | 6.35 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/07. Demo - Introducing Autograd.mp4 | 10.08 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/07. Demo - Introducing Autograd.vtt | 9.37 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/08. Demo - Working with Gradients.mp4 | 7.61 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/08. Demo - Working with Gradients.vtt | 7.25 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/09. Demo - Variables and Tensors.mp4 | 3.64 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/09. Demo - Variables and Tensors.vtt | 3.54 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/10. Demo - Training a Linear Model Using Autograd.mp4 | 15.4 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/10. Demo - Training a Linear Model Using Autograd.vtt | 13.2 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/11. Summary.mp4 | 2.07 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/11. Summary.vtt | 2.56 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/01. Module Overview.mp4 | 883.38 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/01. Module Overview.vtt | 964 B |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/02. Static vs. Dynamic Computation Graphs.mp4 | 11.53 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/02. Static vs. Dynamic Computation Graphs.vtt | 10.92 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/03. Dynamic Computation Graphs in PyTorch.mp4 | 1.83 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/03. Dynamic Computation Graphs in PyTorch.vtt | 1.79 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/04. Demo - Installing Tensorflow, Graphviz, and Hidden Layer.mp4 | 3.04 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/04. Demo - Installing Tensorflow, Graphviz, and Hidden Layer.vtt | 2.16 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/05. Demo - Building Dynamic Computations Graphs with PyTorch.mp4 | 4.14 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/05. Demo - Building Dynamic Computations Graphs with PyTorch.vtt | 4.13 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/06. Demo - Visualizing Neural Networks in PyTorch Using Hidden Layer.mp4 | 5.35 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/06. Demo - Visualizing Neural Networks in PyTorch Using Hidden Layer.vtt | 5.45 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/07. Demo - Building Static Computation Graphs with Tensorflow.mp4 | 11.05 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/07. Demo - Building Static Computation Graphs with Tensorflow.vtt | 10.09 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/08. Demo - Visualizing Tensorflow Graphs with Tensorboard.mp4 | 3.92 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/08. Demo - Visualizing Tensorflow Graphs with Tensorboard.vtt | 3.79 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/09. Demo - Dynamic Computation Graphs in Tensorflow with Eager Execution.mp4 | 5.98 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/09. Demo - Dynamic Computation Graphs in Tensorflow with Eager Execution.vtt | 5.29 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/10. Debugging in PyTorch and Tensorflow.mp4 | 2.13 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/10. Debugging in PyTorch and Tensorflow.vtt | 2.25 KB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/11. Summary and Further Study.mp4 | 2.27 MB |
| A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/11. Summary and Further Study.vtt | 2.8 KB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/exercise.7z | 1.98 MB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/playlist.m3u | 3.79 KB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/~i.txt | 1.95 KB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4 | 3.81 MB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt | 2.8 KB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/01. Version Check.mp4 | 560.53 KB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/01. Version Check.vtt | 7 B |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/02. Module Overview.mp4 | 1.63 MB |
| A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/02. Module Overview.vtt | 1.58 KB |
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