Pluralsight Path. Building Deep Learning Solutions with PyTorch (2020)

File Name

Size

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

2.9 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/01. Version Check.mp4

551 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

1.4 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

3.1 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/04. Representation Learning Using Neural Networks.mp4

10 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/04. Representation Learning Using Neural Networks.vtt

9.9 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/05. Neuron as a Mathematical Function.mp4

9.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/05. Neuron as a Mathematical Function.vtt

8.1 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/06. Activation Functions.mp4

7.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/06. Activation Functions.vtt

7.4 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/07. Introducing PyTorch.mp4

5.7 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/07. Introducing PyTorch.vtt

6.6 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/08. TensorFlow and PyTorch.mp4

6.8 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/08. TensorFlow and PyTorch.vtt

6.7 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/09. Demo - PyTorch Install and Setup.mp4

9.5 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/2. Getting Started with PyTorch for Machine Learning/09. Demo - PyTorch Install and Setup.vtt

7.8 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

1.5 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/01. Module Overview.mp4

3.2 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/01. Module Overview.vtt

2.9 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/02. Demo - Creating and Initializing Tensors.mp4

13 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/02. Demo - Creating and Initializing Tensors.vtt

12 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/03. Demo - Simple Operations on Tensors.mp4

11 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

7.7 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/04. Demo - Elementwise and Matrix Operations on Tensors.vtt

7.2 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/05. Demo - Converting between PyTorch Tensors and NumPy Arrays.mp4

8.4 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

9.5 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/06. PyTorch Support for CUDA Devices.vtt

8.6 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

16 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

9.1 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/08. Demo - Creating Tensors on CUDA-enabled Devices.mp4

6.9 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/08. Demo - Creating Tensors on CUDA-enabled Devices.vtt

6.3 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/09. Demo - Working with the Device Context Manager.mp4

9.2 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/09. Demo - Working with the Device Context Manager.vtt

7.2 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/10. Summary.mp4

1.5 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/3. Working PyTorch Tensors/10. Summary.vtt

1.7 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/01. Module Overview.mp4

1.5 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/01. Module Overview.vtt

1.9 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/02. Gradient Descent Optimization.mp4

6.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/02. Gradient Descent Optimization.vtt

6.4 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/03. Forward and Backward Passes.mp4

4.9 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/03. Forward and Backward Passes.vtt

4.6 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/04. Calculating Gradients.mp4

7.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/04. Calculating Gradients.vtt

7.4 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

5.7 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

6.0 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

6.4 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/07. Demo - Introducing Autograd.mp4

10 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/07. Demo - Introducing Autograd.vtt

9.4 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/08. Demo - Working with Gradients.mp4

7.6 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/08. Demo - Working with Gradients.vtt

7.3 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/09. Demo - Variables and Tensors.mp4

3.6 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/09. Demo - Variables and Tensors.vtt

3.5 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 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 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/11. Summary.mp4

2.1 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/4. Working with Gradients Using the Autograd Library/11. Summary.vtt

2.6 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/01. Module Overview.mp4

883 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

12 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/02. Static vs. Dynamic Computation Graphs.vtt

11 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/03. Dynamic Computation Graphs in PyTorch.mp4

1.8 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/03. Dynamic Computation Graphs in PyTorch.vtt

1.8 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/04. Demo - Installing Tensorflow, Graphviz, and Hidden Layer.mp4

3.0 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/04. Demo - Installing Tensorflow, Graphviz, and Hidden Layer.vtt

2.2 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/05. Demo - Building Dynamic Computations Graphs with PyTorch.mp4

4.1 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/05. Demo - Building Dynamic Computations Graphs with PyTorch.vtt

4.1 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/06. Demo - Visualizing Neural Networks in PyTorch Using Hidden Layer.mp4

5.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/06. Demo - Visualizing Neural Networks in PyTorch Using Hidden Layer.vtt

5.4 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/07. Demo - Building Static Computation Graphs with Tensorflow.mp4

11 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/07. Demo - Building Static Computation Graphs with Tensorflow.vtt

10 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/08. Demo - Visualizing Tensorflow Graphs with Tensorboard.mp4

3.9 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/08. Demo - Visualizing Tensorflow Graphs with Tensorboard.vtt

3.8 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/09. Demo - Dynamic Computation Graphs in Tensorflow with Eager Execution.mp4

6.0 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/09. Demo - Dynamic Computation Graphs in Tensorflow with Eager Execution.vtt

5.3 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/10. Debugging in PyTorch and Tensorflow.mp4

2.1 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/10. Debugging in PyTorch and Tensorflow.vtt

2.2 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/11. Summary and Further Study.mp4

2.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/5. Building Dynamic Computation Graphs/11. Summary and Further Study.vtt

2.8 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/exercise.7z

1.3 MB

A1. Foundations of PyTorch (Janani Ravi, 2019)/playlist.m3u

3.6 kB

A1. Foundations of PyTorch (Janani Ravi, 2019)/~i.txt

2.3 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4

3.8 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 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

1.6 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/02. Module Overview.vtt

1.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/03. Prerequisites and Course Outline.mp4

2.0 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/03. Prerequisites and Course Outline.vtt

2.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/04. CUDA Support in PyTorch.mp4

10 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/04. CUDA Support in PyTorch.vtt

9.3 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/05. Exploring PyTorch Install Options on a Local Machine.mp4

4.4 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/05. Exploring PyTorch Install Options on a Local Machine.vtt

3.1 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/06. Setting up a Virtual Machine.mp4

9.4 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/06. Setting up a Virtual Machine.vtt

5.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/07. Installing PyTorch with CPU Support Using Conda.mp4

19 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/07. Installing PyTorch with CPU Support Using Conda.vtt

11 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/08. Installing PyTorch with CPU Support Using Pip.mp4

10 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/08. Installing PyTorch with CPU Support Using Pip.vtt

4.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/09. Adding GPU Support to the VM and Installing the CUDA Toolkit.mp4

15 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/09. Adding GPU Support to the VM and Installing the CUDA Toolkit.vtt

7.0 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/10. Installing PyTorch with GPU Support Using Conda.mp4

9.7 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/10. Installing PyTorch with GPU Support Using Conda.vtt

4.5 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/11. Installing PyTorch with CUDA Support Using Pip.mp4

5.4 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/11. Installing PyTorch with CUDA Support Using Pip.vtt

3.2 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/12. Module Summary.mp4

1.9 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/2. Installing PyTorch on a Local Machine/12. Module Summary.vtt

2.0 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/1. Module Overview.mp4

1.8 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/1. Module Overview.vtt

1.8 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/2. Linear Regression.mp4

6.3 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/2. Linear Regression.vtt

6.5 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/3. Finding the Best Fit Line.mp4

5.2 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/3. Finding the Best Fit Line.vtt

4.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/4. Gradient Descent.mp4

7.3 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/4. Gradient Descent.vtt

6.7 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/5. Training a Simple Neural Network with One Neuron.mp4

12 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/5. Training a Simple Neural Network with One Neuron.vtt

9.0 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/7. Preventing Overfitting Using Regularization.mp4

7.3 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/7. Preventing Overfitting Using Regularization.vtt

8.4 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/9. Module Summary.mp4

2.3 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/3. Understanding Linear Regression with a Single Neuron/9. Module Summary.vtt

2.4 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/01. Module Overview.mp4

1.7 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/01. Module Overview.vtt

1.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/02. Training a Neural Network Forward and Backward Passes.mp4

4.2 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/02. Training a Neural Network Forward and Backward Passes.vtt

3.7 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/03. Optimizers.mp4

5.8 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/03. Optimizers.vtt

6.1 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/04. Building a Neural Network Using PyTorch Layers.mp4

10 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/04. Building a Neural Network Using PyTorch Layers.vtt

7.4 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/05. Training a Neural Network Using Optimizers.mp4

4.8 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/05. Training a Neural Network Using Optimizers.vtt

3.3 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/06. Dropout.mp4

5.7 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/06. Dropout.vtt

4.1 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/07. Epochs and Batches.mp4

2.6 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/07. Epochs and Batches.vtt

2.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/08. Exploring the Bike Sharing Dataset.mp4

12 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/08. Exploring the Bike Sharing Dataset.vtt

7.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/09. Using Datasets and Data Loaders in PyTorch.mp4

5.4 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/09. Using Datasets and Data Loaders in PyTorch.vtt

3.7 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/11. Working with Different Neural Network Architectures.mp4

9.1 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/11. Working with Different Neural Network Architectures.vtt

4.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/12. Module Summary.mp4

2.0 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/4. Building a Regression Model Using PyTorch/12. Module Summary.vtt

1.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/01. Module Overview.mp4

1.8 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/01. Module Overview.vtt

1.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/02. Softmax and Cross Entropy.mp4

6.7 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/02. Softmax and Cross Entropy.vtt

6.3 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/03. Softmax and LogSoftmax.mp4

4.5 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/03. Softmax and LogSoftmax.vtt

3.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/04. Evaluating Classifiers.mp4

3.3 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/04. Evaluating Classifiers.vtt

3.4 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/05. Exploring the Graduate Admissions Dataset.mp4

9.9 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/05. Exploring the Graduate Admissions Dataset.vtt

6.9 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/06. Preprocessing the Data.mp4

8.2 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/06. Preprocessing the Data.vtt

5.1 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/07. Building a Custom Neural Network.mp4

11 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/07. Building a Custom Neural Network.vtt

7.5 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/08. Training and Evaluating the Neural Network.mp4

8.0 MB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/08. Training and Evaluating the Neural Network.vtt

5.6 kB

A2. Building Your First PyTorch Solution (Janani Ravi, 2019)/5. Building a Classification Model Using PyTorch/09. Customizing and Evaluating Different Models.mp4

10 MB

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B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/6. Performing Language Translation Using Sequence-to-Sequence Models/07. Preparing Sentence Pairs.mp4

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B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/6. Performing Language Translation Using Sequence-to-Sequence Models/08. Designing the Encoder and Decoder.mp4

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B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/6. Performing Language Translation Using Sequence-to-Sequence Models/10. Translating Sentences.mp4

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B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/6. Performing Language Translation Using Sequence-to-Sequence Models/11. Summary and Further Study.mp4

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B3. Natural Language Processing with PyTorch (Janani Ravi, 2019)/exercise.7z

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C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/01. Version Check.mp4

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C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/03. Prerequisites and Course Outline.mp4

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C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/04. Introducing Transfer Learning.mp4

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C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/06. Categorizing Transfer Learning.mp4

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C1. Expediting Deep Learning with Transfer Learning. PyTorch Playbook (Janani Ravi, 2019)/2. Getting Started with Transfer Learning/07. Transfer Learning Scenarios.mp4

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