[Tutorialsplanet.NET] Udemy - The Complete Neural Networks Bootcamp Theory, Applications

• [Tutorialsplanet.NET] Udemy - The Complete Neural Networks Bootcamp Theory, Applications
• 1. How Neural Networks and Backpropagation Works/1. What Can Deep Learning Do-en_US.srt 18.2 KB
• 1. How Neural Networks and Backpropagation Works/1. What Can Deep Learning Do.mp4 156.2 MB
• 1. How Neural Networks and Backpropagation Works/2. The Rise of Deep Learning-en_US.srt 8.1 KB
• 1. How Neural Networks and Backpropagation Works/2. The Rise of Deep Learning.mp4 41.8 MB
• 1. How Neural Networks and Backpropagation Works/3. The Essence of Neural Networks-en_US.srt 12.8 KB
• 1. How Neural Networks and Backpropagation Works/3. The Essence of Neural Networks.mp4 50 MB
• 1. How Neural Networks and Backpropagation Works/4. The Perceptron-en_US.srt 21.2 KB
• 1. How Neural Networks and Backpropagation Works/4. The Perceptron.mp4 110.9 MB
• 1. How Neural Networks and Backpropagation Works/5. Gradient Descent-en_US.srt 15.2 KB
• 1. How Neural Networks and Backpropagation Works/5. Gradient Descent.mp4 40.6 MB
• 1. How Neural Networks and Backpropagation Works/6. The Forward Propagation-en_US.srt 13.8 KB
• 1. How Neural Networks and Backpropagation Works/6. The Forward Propagation.mp4 52.2 MB
• 1. How Neural Networks and Backpropagation Works/7. Backpropagation Part 1-en_US.srt 14.2 KB
• 1. How Neural Networks and Backpropagation Works/7. Backpropagation Part 1.mp4 29.4 MB
• 1. How Neural Networks and Backpropagation Works/8. Backpropagation Part 2-en_US.srt 12 KB
• 1. How Neural Networks and Backpropagation Works/8. Backpropagation Part 2.mp4 27.8 MB
• 1. How Neural Networks and Backpropagation Works/Before Proceeding with the Backpropagation.html 341 B
• 1. How Neural Networks and Backpropagation Works/BEFORE STARTING...PLEASE READ THIS.html 630 B
• 10. Visualize the Learning Process/1. Visualize Learning Part 1-en_US.srt 12 KB
• 10. Visualize the Learning Process/1. Visualize Learning Part 1.mp4 24.4 MB
• 10. Visualize the Learning Process/2. Visualize Learning Part 2-en_US.srt 2.5 KB
• 10. Visualize the Learning Process/2. Visualize Learning Part 2.mp4 12.2 MB
• 10. Visualize the Learning Process/3. Visualize Learning Part 3-en_US.srt 10.3 KB
• 10. Visualize the Learning Process/3. Visualize Learning Part 3.mp4 27.4 MB
• 10. Visualize the Learning Process/4. Visualize Learning Part 4-en_US.srt 7 KB
• 10. Visualize the Learning Process/4. Visualize Learning Part 4.mp4 20.1 MB
• 10. Visualize the Learning Process/5. Visualize Learning Part 5-en_US.srt 14.1 KB
• 10. Visualize the Learning Process/5. Visualize Learning Part 5.mp4 71.7 MB
• 10. Visualize the Learning Process/6. Visualize Learning Part 6-en_US.srt 10 KB
• 10. Visualize the Learning Process/6. Visualize Learning Part 6.mp4 64.4 MB
• 10. Visualize the Learning Process/7. Neural Networks Playground-en_US.srt 6.8 KB
• 10. Visualize the Learning Process/7. Neural Networks Playground.mp4 32.5 MB
• 11. Implementing a Neural Network from Scratch with Numpy/1. The Dataset and Hyperparameters-en_US.srt 15.6 KB
• 11. Implementing a Neural Network from Scratch with Numpy/1. The Dataset and Hyperparameters.mp4 70.5 MB
• 11. Implementing a Neural Network from Scratch with Numpy/2. Understanding the Implementation-en_US.srt 10.9 KB
• 11. Implementing a Neural Network from Scratch with Numpy/2. Understanding the Implementation.mp4 23.4 MB
• 11. Implementing a Neural Network from Scratch with Numpy/3. Forward Propagation-en_US.srt 15.3 KB
• 11. Implementing a Neural Network from Scratch with Numpy/3. Forward Propagation.mp4 85.2 MB
• 11. Implementing a Neural Network from Scratch with Numpy/4. Loss Function-en_US.srt 21 KB
• 11. Implementing a Neural Network from Scratch with Numpy/4. Loss Function.mp4 68.5 MB
• 11. Implementing a Neural Network from Scratch with Numpy/5. Prediction-en_US.srt 6.9 KB
• 11. Implementing a Neural Network from Scratch with Numpy/5. Prediction.mp4 27.7 MB
• 11. Implementing a Neural Network from Scratch with Numpy/6. Backpropagation Equations-en_US.srt 15.9 KB
• 11. Implementing a Neural Network from Scratch with Numpy/6. Backpropagation Equations.mp4 98.8 MB
• 11. Implementing a Neural Network from Scratch with Numpy/7. Backpropagation-en_US.srt 27.6 KB
• 11. Implementing a Neural Network from Scratch with Numpy/7. Backpropagation.mp4 148.1 MB
• 11. Implementing a Neural Network from Scratch with Numpy/8. Initializing the Network-en_US.srt 8.3 KB
• 11. Implementing a Neural Network from Scratch with Numpy/8. Initializing the Network.mp4 58.9 MB
• 11. Implementing a Neural Network from Scratch with Numpy/9. Training the Model-en_US.srt 5.3 KB
• 11. Implementing a Neural Network from Scratch with Numpy/9. Training the Model.mp4 47.2 MB
• 11. Implementing a Neural Network from Scratch with Numpy/Notebook for the following Lecture.html 532 B
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/1. Code Details-en_US.srt 2.7 KB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/1. Code Details.mp4 31.9 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/2. Importing and Defining Parameters-en_US.srt 15.9 KB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/2. Importing and Defining Parameters.mp4 142.2 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/3. Defining the Network Class-en_US.srt 12 KB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/3. Defining the Network Class.mp4 86 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/4. Creating the network class and the network functions-en_US.srt 0 B
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/4. Creating the network class and the network functions.mp4 56.2 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/5. Training the Network-en_US.srt 32.6 KB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/5. Training the Network.mp4 333.2 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/6. Testing the Network-en_US.srt 5.7 KB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/6. Testing the Network.mp4 47.1 MB
• 12. Practical Neural Networks in PyTorch - Application 2 Handwritten Digits/The MNIST Dataset.html 421 B
• 13. Convolutional Neural Networks/1. Prerequisite Filters-en_US.srt 6.3 KB
• 13. Convolutional Neural Networks/1. Prerequisite Filters.mp4 36.4 MB
• 13. Convolutional Neural Networks/10. Important formulas-en_US.srt 6.8 KB
• 13. Convolutional Neural Networks/10. Important formulas.mp4 13.4 MB
• 13. Convolutional Neural Networks/11. CNN Characteristics-en_US.srt 10.8 KB
• 13. Convolutional Neural Networks/11. CNN Characteristics.mp4 45.9 MB
• 13. Convolutional Neural Networks/12. Regularization and Batch Normalization in CNNs-en_US.srt 4.7 KB
• 13. Convolutional Neural Networks/12. Regularization and Batch Normalization in CNNs.mp4 18.2 MB
• 13. Convolutional Neural Networks/13. DropBlock Dropout in CNNs-en_US.srt 15.4 KB
• 13. Convolutional Neural Networks/13. DropBlock Dropout in CNNs.mp4 99.5 MB
• 13. Convolutional Neural Networks/14. Softmax with Temperature-en_US.srt 12.6 KB
• 13. Convolutional Neural Networks/14. Softmax with Temperature.mp4 27.3 MB
• 13. Convolutional Neural Networks/2. Introduction to Convolutional Networks and the need for them-en_US.srt 9.2 KB
• 13. Convolutional Neural Networks/2. Introduction to Convolutional Networks and the need for them.mp4 25.1 MB
• 13. Convolutional Neural Networks/3. Filters and Features-en_US.srt 12.2 KB
• 13. Convolutional Neural Networks/3. Filters and Features.mp4 51.9 MB
• 13. Convolutional Neural Networks/4. Convolution over Volume Animation-en_US.srt 4.5 KB
• 13. Convolutional Neural Networks/4. Convolution over Volume Animation.mp4 21.3 MB
• 13. Convolutional Neural Networks/5. More on Convolutions-en_US.srt 8.7 KB
• 13. Convolutional Neural Networks/5. More on Convolutions.mp4 30 MB
• 13. Convolutional Neural Networks/6. Quiz Solution Discussion-en_US.srt 4.5 KB
• 13. Convolutional Neural Networks/6. Quiz Solution Discussion.mp4 5.9 MB
• 13. Convolutional Neural Networks/7. A Tool for Convolution Visualization-en_US.srt 6 KB
• 13. Convolutional Neural Networks/7. A Tool for Convolution Visualization.mp4 28 MB
• 13. Convolutional Neural Networks/8. Activation, Pooling and FC-en_US.srt 16.9 KB
• 13. Convolutional Neural Networks/8. Activation, Pooling and FC.mp4 80.7 MB
• 13. Convolutional Neural Networks/9. CNN Visualization-en_US.srt 2.7 KB
• 13. Convolutional Neural Networks/9. CNN Visualization.mp4 15.4 MB
• 13. Convolutional Neural Networks/Convolution over Volume Animation Resource.html 321 B
• 14. Practical Convolutional Networks in PyTorch - Image Classification/1. Loading and Normalizing the Dataset-en_US.srt 16 KB
• 14. Practical Convolutional Networks in PyTorch - Image Classification/1. Loading and Normalizing the Dataset.mp4 52.6 MB
• 14. Practical Convolutional Networks in PyTorch - Image Classification/10. Classifying your own Handwritten images-en_US.srt 15.3 KB
• 14. Practical Convolutional Networks in PyTorch - Image Classification/10. Classifying your own Handwritten images.mp4 55.7 MB
• 14. Practical Convolutional Networks in PyTorch - Image Classification/2. Visualizing and Loading the Dataset-en_US.srt 12.4 KB
• 14. Practical Convolutional Networks in PyTorch - Image Classification/2. Visualizing and Loading the Dataset.mp4 60.7 MB

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