[FCSNEW NET] Udemy - Practical Deep Learning Master PyTorch in 15 Days
File List
| File | Size |
|---|---|
| 0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 01. Introduction/0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 01. Introduction/1. Overview Practical Deep Learning.mp4 | 25.69 MB |
| 01. Introduction/1. Overview Practical Deep Learning.vtt | 3.94 KB |
| 01. Introduction/[FCSNEW.NET].url | 119 B |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/1. Course Materials.html | 388 B |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/1. Course Materials.zip | 116.53 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/10. A First Tensor.mp4 | 18.89 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/10. A First Tensor.vtt | 10.03 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/11. Unpacking Tensors, Accessing Vectors.mp4 | 80.2 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/11. Unpacking Tensors, Accessing Vectors.vtt | 5.72 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/12. Matrix in a Tensor.mp4 | 118.65 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/12. Matrix in a Tensor.vtt | 8.76 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/13. Creating a Model.mp4 | 168.59 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/13. Creating a Model.vtt | 12.49 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/14. The dtype of a Tensor.mp4 | 204.93 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/14. The dtype of a Tensor.vtt | 14.69 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/2. Installing the necessary tools (Windows).mp4 | 157.4 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/2. Installing the necessary tools (Windows).vtt | 11.46 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/3. Installing the necessary tools (Linux).mp4 | 133.59 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/3. Installing the necessary tools (Linux).vtt | 9.66 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/4. Installing the necessary tools (macOS).mp4 | 129.64 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/4. Installing the necessary tools (macOS).vtt | 9.65 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/5. Running a first file.mp4 | 104.35 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/5. Running a first file.vtt | 8.07 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/6. What is a model.mp4 | 44.97 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/6. What is a model.vtt | 3.64 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/7.1 Test your knowledge about the Foundations of Machine Learning and Models.html | 19.34 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/8. Developing a First Neuron.mp4 | 128.09 MB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/8. Developing a First Neuron.vtt | 10.08 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/9.2 Test Your Knowledge of the Structure and Mathematical Model of a Neuron.html | 21.48 KB |
| 02. Day 1 Foundations of Neural Networks From Models and Neurons to Tensors/[FCSNEW.NET].url | 119 B |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/1. Introduction to Neuron Training.mp4 | 16.08 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/1. Introduction to Neuron Training.vtt | 1.26 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/10. Training a Neuron 2 Iterative Learning and Adjustments.mp4 | 106.07 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/10. Training a Neuron 2 Iterative Learning and Adjustments.vtt | 8.37 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/11.6 Test your knowledge on Data Handling and Iterative Training.html | 18.92 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/12. The Importance of Mean Squared Error in Model Training.mp4 | 84.16 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/12. The Importance of Mean Squared Error in Model Training.vtt | 6.13 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/12. geogebra.ggb | 30.98 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/13. Batch Learning and Making Predictions with PyTorch.mp4 | 162.27 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/13. Batch Learning and Making Predictions with PyTorch.vtt | 12.22 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/14.7 Test your knowledge on Batch Learning, Loss Functions and Training Process.html | 26.89 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/2. What is learning.mp4 | 115.54 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/2. What is learning.vtt | 8.55 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/3.3 Test your knowledge on Training Neurons and Learning Parameters.html | 18.79 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/4. How Neuron Learns A Scalable Approach.mp4 | 116.51 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/4. How Neuron Learns A Scalable Approach.vtt | 8.8 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/5.4 Test your knowledge on Loss Functions, Learning Rates, Parameter Initialization.html | 20.49 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/6. Understanding Gradient Descent for Neuron Optimization.mp4 | 150.67 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/6. Understanding Gradient Descent for Neuron Optimization.vtt | 11.62 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/7.5 Test your knowledge on Gradient Descent.html | 17.21 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/8. Training a Neuron 1 Preparing and Optimizing.mp4 | 213.35 MB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/8. Training a Neuron 1 Preparing and Optimizing.vtt | 16.65 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/9. Optimizing Training for Our Neuron Model.html | 1.22 KB |
| 03. Day 2 Neuron Training From Adjusting Parameters to Batch Learning/[FCSNEW.NET].url | 119 B |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/1. Day 3 Introduction to Predicting Used Car Prices.mp4 | 29.06 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/1. Day 3 Introduction to Predicting Used Car Prices.vtt | 2.31 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/10. Training the Model Initial Setup and Challenges.mp4 | 179.93 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/10. Training the Model Initial Setup and Challenges.vtt | 14.62 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/11.10 Test your knowledge on Data Preparation and Initial Neuron Training Steps.html | 21.08 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/12. Day 4 Understanding Output Normalization for Stable Learning.mp4 | 97.7 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/12. Day 4 Understanding Output Normalization for Stable Learning.vtt | 7.69 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/13. Implementing Output Normalization in PyTorch for Consistent Predictions.mp4 | 113.21 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/13. Implementing Output Normalization in PyTorch for Consistent Predictions.vtt | 9.37 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/14.11 Test your knowledge on Output Data Normalization.html | 20.6 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/15. Understanding Input Normalization for Consistent Training.mp4 | 57.79 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/15. Understanding Input Normalization for Consistent Training.vtt | 4.53 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/16. Implementing Input Normalization in PyTorch for Improved Predictions.mp4 | 200.1 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/16. Implementing Input Normalization in PyTorch for Improved Predictions.vtt | 16.25 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/17.12 Test your knowledge on Input Data Normalization.html | 18.5 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/18. Experimenting with Training Parameters Through Loss Visualization.mp4 | 146.33 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/18. Experimenting with Training Parameters Through Loss Visualization.vtt | 12.06 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/19. Saving and Loading Model in PyTorch.mp4 | 159.31 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/19. Saving and Loading Model in PyTorch.vtt | 13.22 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/2. Overview of the Used Car Price Dataset.mp4 | 56.44 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/2. Overview of the Used Car Price Dataset.vtt | 4.63 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/20.13 Test your knowledge on Data Preparation, Model Training and Evaluation.html | 25.05 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/21. Exercise Adding an Additional Column to the Model.mp4 | 92.11 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/21. Exercise Adding an Additional Column to the Model.vtt | 6.6 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/22. Solution Adding an Additional Column to the Model.mp4 | 107.9 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/22. Solution Adding an Additional Column to the Model.vtt | 8.55 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/3. Getting Started with Jupyter Interactive Python Programming.mp4 | 151.49 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/3. Getting Started with Jupyter Interactive Python Programming.vtt | 10.58 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/4.8 Test your knowledge on Used Car Dataset and Jupyter.html | 19.61 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/5. Exploring the Used Car Dataset with Pandas.mp4 | 231.06 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/5. Exploring the Used Car Dataset with Pandas.vtt | 17.2 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/6. Investigating Key Data Relationships for Model Training.mp4 | 262.65 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/6. Investigating Key Data Relationships for Model Training.vtt | 18.99 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/7.9 Test your knowledge on Data Exploration and Preparation with Pandas.html | 21.29 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/8. Finalizing Input and Target Columns for Model Training.mp4 | 69.54 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/8. Finalizing Input and Target Columns for Model Training.vtt | 5.25 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/9. Structuring Data for Model Input and Running an Initial Prediction.mp4 | 160.59 MB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/9. Structuring Data for Model Input and Running an Initial Prediction.vtt | 13.3 KB |
| 04. Day 3 & 4 Single Neuron Regression Predicting Used Car Prices with PyTorch/[FCSNEW.NET].url | 119 B |
| 05. Day 5 & 6 Neuron Classifier Spam Detection in SMS/0. Websites you may like/[FCSNEW.NET].url | 119 B |
| 05. Day 5 & 6 Neuron Classifier Spam Detection in SMS/1. Day 5 Introduction to Spam Detection.mp4 | 25.65 MB |
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