[ DevCourseWeb.com ] Udemy - Python for Deep Learning - Build Neural Networks in Python
大小
656.03 MB
文件数
116
Info Hash:
227F4034DB6A3B4C3CD90B8D5946B1B520390678
收录时间
2026-01-04 04:10:39
更新时间
2026-01-04 04:10:39
文件列表 (116)
Get Bonus Downloads Here.url
182 B
~Get Your Files Here !/1. Introduction to Deep Learning/1. What is a Deep Learning .mp4
11.65 MB
~Get Your Files Here !/1. Introduction to Deep Learning/1. What is a Deep Learning .srt
3.86 KB
~Get Your Files Here !/1. Introduction to Deep Learning/2. Why is Deep Learning Important.mp4
7.16 MB
~Get Your Files Here !/1. Introduction to Deep Learning/2. Why is Deep Learning Important.srt
2.08 KB
~Get Your Files Here !/1. Introduction to Deep Learning/3. Software and Frameworks.mp4
5.4 MB
~Get Your Files Here !/1. Introduction to Deep Learning/3. Software and Frameworks.srt
911 B
~Get Your Files Here !/10. Implementation of CNN in Python/1. Dataset.mp4
6.18 MB
~Get Your Files Here !/10. Implementation of CNN in Python/1. Dataset.srt
988 B
~Get Your Files Here !/10. Implementation of CNN in Python/2. Importing libraries.mp4
11.1 MB
~Get Your Files Here !/10. Implementation of CNN in Python/2. Importing libraries.srt
2.57 KB
~Get Your Files Here !/10. Implementation of CNN in Python/3. Building the CNN model.mp4
47.59 MB
~Get Your Files Here !/10. Implementation of CNN in Python/3. Building the CNN model.srt
11.38 KB
~Get Your Files Here !/10. Implementation of CNN in Python/4. Accuracy of the model.mp4
8.75 MB
~Get Your Files Here !/10. Implementation of CNN in Python/4. Accuracy of the model.srt
801 B
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/1. Introduction.mp4
8.9 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/1. Introduction.srt
1.44 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/2. Anatomy and function of neurons.mp4
7.21 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/2. Anatomy and function of neurons.srt
1.43 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/3. An introduction to the neural network.mp4
11.54 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/3. An introduction to the neural network.srt
3.52 KB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/4. Architecture of a neural network.mp4
9.14 MB
~Get Your Files Here !/2. Artificial Neural Networks (ANN)/4. Architecture of a neural network.srt
1.72 KB
~Get Your Files Here !/3. Propagation of information in ANNs/1. Feed-forward and Back Propagation Networks.mp4
5.79 MB
~Get Your Files Here !/3. Propagation of information in ANNs/1. Feed-forward and Back Propagation Networks.srt
1.22 KB
~Get Your Files Here !/3. Propagation of information in ANNs/2. Backpropagation In Neural Networks.mp4
5.41 MB
~Get Your Files Here !/3. Propagation of information in ANNs/2. Backpropagation In Neural Networks.srt
878 B
~Get Your Files Here !/3. Propagation of information in ANNs/3. Minimizing the cost function using backpropagation.mp4
4.95 MB
~Get Your Files Here !/3. Propagation of information in ANNs/3. Minimizing the cost function using backpropagation.srt
1.62 KB
~Get Your Files Here !/4. Neural Network Architectures/1. Single layer perceptron (SLP) model.mp4
4.76 MB
~Get Your Files Here !/4. Neural Network Architectures/1. Single layer perceptron (SLP) model.srt
1.12 KB
~Get Your Files Here !/4. Neural Network Architectures/2. Radial Basis Network (RBN).mp4
4.4 MB
~Get Your Files Here !/4. Neural Network Architectures/2. Radial Basis Network (RBN).srt
939 B
~Get Your Files Here !/4. Neural Network Architectures/3. Multi-layer perceptron (MLP) Neural Network.mp4
4.72 MB
~Get Your Files Here !/4. Neural Network Architectures/3. Multi-layer perceptron (MLP) Neural Network.srt
816 B
~Get Your Files Here !/4. Neural Network Architectures/4. Recurrent neural network (RNN).mp4
5.99 MB
~Get Your Files Here !/4. Neural Network Architectures/4. Recurrent neural network (RNN).srt
1.26 KB
~Get Your Files Here !/4. Neural Network Architectures/5. Long Short-Term Memory (LSTM) networks.mp4
6.55 MB
~Get Your Files Here !/4. Neural Network Architectures/5. Long Short-Term Memory (LSTM) networks.srt
1.46 KB
~Get Your Files Here !/4. Neural Network Architectures/6. Hopfield neural network.mp4
5.3 MB
~Get Your Files Here !/4. Neural Network Architectures/6. Hopfield neural network.srt
1.27 KB
~Get Your Files Here !/4. Neural Network Architectures/7. Boltzmann Machine Neural Network.mp4
4.67 MB
~Get Your Files Here !/4. Neural Network Architectures/7. Boltzmann Machine Neural Network.srt
953 B
~Get Your Files Here !/5. Activation Functions/1. What is the Activation Function.mp4
8.61 MB
~Get Your Files Here !/5. Activation Functions/1. What is the Activation Function.srt
1.86 KB
~Get Your Files Here !/5. Activation Functions/2. Important Terminologies.mp4
4.64 MB
~Get Your Files Here !/5. Activation Functions/2. Important Terminologies.srt
749 B
~Get Your Files Here !/5. Activation Functions/3. The sigmoid function.mp4
7.08 MB
~Get Your Files Here !/5. Activation Functions/3. The sigmoid function.srt
2.27 KB
~Get Your Files Here !/5. Activation Functions/4. Hyperbolic tangent function.mp4
6.32 MB
~Get Your Files Here !/5. Activation Functions/4. Hyperbolic tangent function.srt
1.35 KB
~Get Your Files Here !/5. Activation Functions/5. Softmax function.mp4
4.21 MB
~Get Your Files Here !/5. Activation Functions/5. Softmax function.srt
933 B
~Get Your Files Here !/5. Activation Functions/6. Rectified Linear Unit (ReLU) function.mp4
5.3 MB
~Get Your Files Here !/5. Activation Functions/6. Rectified Linear Unit (ReLU) function.srt
1.54 KB
~Get Your Files Here !/5. Activation Functions/7. Leaky Rectified Linear Unit function.mp4
3.97 MB
~Get Your Files Here !/5. Activation Functions/7. Leaky Rectified Linear Unit function.srt
875 B
~Get Your Files Here !/6. Gradient Descent Algorithm/1. What is Gradient Decent.mp4
9.44 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/1. What is Gradient Decent.srt
2.06 KB
~Get Your Files Here !/6. Gradient Descent Algorithm/2. What is Stochastic Gradient Decent.mp4
6.05 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/2. What is Stochastic Gradient Decent.srt
1.95 KB
~Get Your Files Here !/6. Gradient Descent Algorithm/3. Gradient Decent vs Stochastic Gradient Decent.mp4
6.17 MB
~Get Your Files Here !/6. Gradient Descent Algorithm/3. Gradient Decent vs Stochastic Gradient Decent.srt
803 B
~Get Your Files Here !/7. Summary Overview of Neural Networks/1. How artificial neural networks work.mp4
23.24 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/1. How artificial neural networks work.srt
3.81 KB
~Get Your Files Here !/7. Summary Overview of Neural Networks/2. Advantages of Neural Networks.mp4
4.18 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/2. Advantages of Neural Networks.srt
1.22 KB
~Get Your Files Here !/7. Summary Overview of Neural Networks/3. Disadvantages of Neural Networks.mp4
3.4 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/3. Disadvantages of Neural Networks.srt
768 B
~Get Your Files Here !/7. Summary Overview of Neural Networks/4. Applications of Neural Networks.mp4
6.44 MB
~Get Your Files Here !/7. Summary Overview of Neural Networks/4. Applications of Neural Networks.srt
2.11 KB
~Get Your Files Here !/8. Implementation of ANN in Python/1. Introduction.mp4
4.71 MB
~Get Your Files Here !/8. Implementation of ANN in Python/1. Introduction.srt
638 B
~Get Your Files Here !/8. Implementation of ANN in Python/10. Feature scaling.mp4
23.44 MB
~Get Your Files Here !/8. Implementation of ANN in Python/10. Feature scaling.srt
3.94 KB
~Get Your Files Here !/8. Implementation of ANN in Python/11. Building the Artificial Neural Network.mp4
15.94 MB
~Get Your Files Here !/8. Implementation of ANN in Python/11. Building the Artificial Neural Network.srt
1.92 KB
~Get Your Files Here !/8. Implementation of ANN in Python/12. Adding the input layer and the first hidden layer.mp4
23.52 MB
~Get Your Files Here !/8. Implementation of ANN in Python/12. Adding the input layer and the first hidden layer.srt
3.17 KB
~Get Your Files Here !/8. Implementation of ANN in Python/13. Adding the next hidden layer.mp4
11.23 MB
~Get Your Files Here !/8. Implementation of ANN in Python/13. Adding the next hidden layer.srt
1.27 KB
~Get Your Files Here !/8. Implementation of ANN in Python/14. Adding the output layer.mp4
12.18 MB
~Get Your Files Here !/8. Implementation of ANN in Python/14. Adding the output layer.srt
1.64 KB
~Get Your Files Here !/8. Implementation of ANN in Python/15. Compiling the artificial neural network.mp4
19.63 MB
~Get Your Files Here !/8. Implementation of ANN in Python/15. Compiling the artificial neural network.srt
2.96 KB
~Get Your Files Here !/8. Implementation of ANN in Python/16. Fitting the ANN model to the training set.mp4
22.45 MB
~Get Your Files Here !/8. Implementation of ANN in Python/16. Fitting the ANN model to the training set.srt
2.33 KB
~Get Your Files Here !/8. Implementation of ANN in Python/17. Predicting the test set results.mp4
25.95 MB
~Get Your Files Here !/8. Implementation of ANN in Python/17. Predicting the test set results.srt
4.7 KB
~Get Your Files Here !/8. Implementation of ANN in Python/2. Exploring the dataset.mp4
11.47 MB
~Get Your Files Here !/8. Implementation of ANN in Python/2. Exploring the dataset.srt
1.31 KB
~Get Your Files Here !/8. Implementation of ANN in Python/3. Problem Statement.mp4
3.21 MB
~Get Your Files Here !/8. Implementation of ANN in Python/3. Problem Statement.srt
834 B
~Get Your Files Here !/8. Implementation of ANN in Python/4. Data Pre-processing.mp4
13.67 MB
~Get Your Files Here !/8. Implementation of ANN in Python/4. Data Pre-processing.srt
3.97 KB
~Get Your Files Here !/8. Implementation of ANN in Python/5. Loading the dataset.mp4
9.18 MB
~Get Your Files Here !/8. Implementation of ANN in Python/5. Loading the dataset.srt
1.22 KB
~Get Your Files Here !/8. Implementation of ANN in Python/6. Splitting the dataset into independent and dependent variables.mp4
22.82 MB
~Get Your Files Here !/8. Implementation of ANN in Python/6. Splitting the dataset into independent and dependent variables.srt
3.18 KB
~Get Your Files Here !/8. Implementation of ANN in Python/7. Label encoding using scikit-learn.mp4
28.03 MB
~Get Your Files Here !/8. Implementation of ANN in Python/7. Label encoding using scikit-learn.srt
4.46 KB
~Get Your Files Here !/8. Implementation of ANN in Python/8. One-hot encoding using scikit-learn.mp4
37.87 MB
~Get Your Files Here !/8. Implementation of ANN in Python/8. One-hot encoding using scikit-learn.srt
6.69 KB
~Get Your Files Here !/8. Implementation of ANN in Python/9. Training and Test Sets Splitting Data.mp4
26.46 MB
~Get Your Files Here !/8. Implementation of ANN in Python/9. Training and Test Sets Splitting Data.srt
3.47 KB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/1. Introduction.mp4
21 MB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/1. Introduction.srt
4.24 KB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/2. Components of convolutional neural networks.mp4
5.89 MB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/2. Components of convolutional neural networks.srt
1009 B
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/3. Convolution Layer.mp4
12 MB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/3. Convolution Layer.srt
3.64 KB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/4. Pooling Layer.mp4
9.7 MB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/4. Pooling Layer.srt
2.07 KB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/5. Fully connected Layer.mp4
9.38 MB
~Get Your Files Here !/9. Convolutional Neural Networks (CNN)/5. Fully connected Layer.srt
1.94 KB
~Get Your Files Here !/Bonus Resources.txt
386 B