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[FreeCourseLab com] Udemy - Artificial Intelligence II - Neural Networks in Java

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Title: Udemy - Artificial Intelligence IIGroup: NOGRPSource: Udemy
Info Hash
AD273397F7B43D6079472C87A6B97AA142AEBB7D
Source
Unverified
Total Size
818.26 MB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
1. Introduction/1. Introduction.mp46.95 MB
1. Introduction/1. Introduction.vtt3.6 KB
10. Classification - Iris Dataset/1. About the Iris dataset.mp47.12 MB
10. Classification - Iris Dataset/1. About the Iris dataset.vtt2.99 KB
10. Classification - Iris Dataset/2. Constructing the neural network.mp48.03 MB
10. Classification - Iris Dataset/2. Constructing the neural network.vtt2.85 KB
10. Classification - Iris Dataset/3. Testing the neural network.mp434.16 MB
10. Classification - Iris Dataset/3. Testing the neural network.vtt6.83 KB
11. Optical Character Recognition (OCR)/1. Optical character recognition theory.mp47.88 MB
11. Optical Character Recognition (OCR)/1. Optical character recognition theory.vtt3.87 KB
11. Optical Character Recognition (OCR)/2. Installing paint.net.mp45.15 MB
11. Optical Character Recognition (OCR)/2. Installing paint.net.vtt2.71 KB
11. Optical Character Recognition (OCR)/3. Transform an image into numerical data.mp49.83 MB
11. Optical Character Recognition (OCR)/3. Transform an image into numerical data.vtt4.75 KB
11. Optical Character Recognition (OCR)/4. Creating the datasets.mp47.64 MB
11. Optical Character Recognition (OCR)/4. Creating the datasets.vtt2.35 KB
11. Optical Character Recognition (OCR)/5. OCR with neural network.mp443.94 MB
11. Optical Character Recognition (OCR)/5. OCR with neural network.vtt6.71 KB
12. Course Materials (DOWNLOADS)/1. Course materials.html60 B
12. Course Materials (DOWNLOADS)/1.1 neural_networks.zip.zip2.02 MB
13. DISCOUNT FOR OTHER COURSES!/1. 90% OFF For Other Courses.html5.05 KB
2. Neural Networks Introduction/1. Axons and neurons in the human brain.mp419.29 MB
2. Neural Networks Introduction/1. Axons and neurons in the human brain.vtt9.2 KB
2. Neural Networks Introduction/2. Modeling human brain.mp493.92 MB
2. Neural Networks Introduction/2. Modeling human brain.vtt8.31 KB
2. Neural Networks Introduction/3. Learning paradigms.mp46.86 MB
2. Neural Networks Introduction/3. Learning paradigms.vtt3.04 KB
2. Neural Networks Introduction/4. Artificial neurons - the model.mp416.55 MB
2. Neural Networks Introduction/4. Artificial neurons - the model.vtt7.41 KB
2. Neural Networks Introduction/5. Artificial neurons - activations functions.mp414.25 MB
2. Neural Networks Introduction/5. Artificial neurons - activations functions.vtt6.55 KB
2. Neural Networks Introduction/6. ARTICLE activation functions.html169 B
2. Neural Networks Introduction/7. Artificial neurons - an example.mp411.37 MB
2. Neural Networks Introduction/7. Artificial neurons - an example.vtt4.81 KB
2. Neural Networks Introduction/8. Neural networks - the big picture.mp410.77 MB
2. Neural Networks Introduction/8. Neural networks - the big picture.vtt4.83 KB
2. Neural Networks Introduction/9. Applications of neural networks.mp45.23 MB
2. Neural Networks Introduction/9. Applications of neural networks.vtt2.39 KB
3. Hopfield Neural Network/1. Hopfield neural network introduction.mp411.76 MB
3. Hopfield Neural Network/1. Hopfield neural network introduction.vtt5.54 KB
3. Hopfield Neural Network/2. Hopfield network energy.mp49.35 MB
3. Hopfield Neural Network/2. Hopfield network energy.vtt4.49 KB
3. Hopfield Neural Network/3. Hopfield neural network training and learning.mp411.55 MB
3. Hopfield Neural Network/3. Hopfield neural network training and learning.vtt5.61 KB
3. Hopfield Neural Network/4. Hopfield neural network problems.mp47.19 MB
3. Hopfield Neural Network/4. Hopfield neural network problems.vtt3.57 KB
3. Hopfield Neural Network/5. Hopfield neural network example.mp413.17 MB
3. Hopfield Neural Network/5. Hopfield neural network example.vtt6.26 KB
3. Hopfield Neural Network/6. Hopfield network implementation I - utils.mp49.39 MB
3. Hopfield Neural Network/6. Hopfield network implementation I - utils.vtt4.05 KB
3. Hopfield Neural Network/7. Hopfield network implementation II - matrix operations.mp419.06 MB
3. Hopfield Neural Network/7. Hopfield network implementation II - matrix operations.vtt7.3 KB
3. Hopfield Neural Network/8. Hopfield network implementation III - network.mp418.62 MB
3. Hopfield Neural Network/8. Hopfield network implementation III - network.vtt7.18 KB
3. Hopfield Neural Network/9. Hopfield network implementation IV - running the application.mp48.77 MB
3. Hopfield Neural Network/9. Hopfield network implementation IV - running the application.vtt4.28 KB
4. Neural Networks With Backpropagation Theory/1. Feedforward neural networks.mp418.41 MB
4. Neural Networks With Backpropagation Theory/1. Feedforward neural networks.vtt8.88 KB
4. Neural Networks With Backpropagation Theory/10. Backpropagation.mp412.67 MB
4. Neural Networks With Backpropagation Theory/10. Backpropagation.vtt5.72 KB
4. Neural Networks With Backpropagation Theory/11. Backpropagation II.mp44.67 MB
4. Neural Networks With Backpropagation Theory/11. Backpropagation II.vtt2 KB
4. Neural Networks With Backpropagation Theory/12. ARTICLE derivation of backpropagation.html171 B
4. Neural Networks With Backpropagation Theory/13. Resilient propagation.mp418.56 MB
4. Neural Networks With Backpropagation Theory/13. Resilient propagation.vtt5.06 KB
4. Neural Networks With Backpropagation Theory/14. Applications of neural networks I - character recognition.mp48.77 MB
4. Neural Networks With Backpropagation Theory/14. Applications of neural networks I - character recognition.vtt4.43 KB
4. Neural Networks With Backpropagation Theory/15. Applications of neural networks II - stock market forecast.mp49.52 MB
4. Neural Networks With Backpropagation Theory/15. Applications of neural networks II - stock market forecast.vtt4.69 KB
4. Neural Networks With Backpropagation Theory/16. Deep learning.mp49.46 MB
4. Neural Networks With Backpropagation Theory/16. Deep learning.vtt4.58 KB
4. Neural Networks With Backpropagation Theory/2. Optimization - cost function.mp425.89 MB
4. Neural Networks With Backpropagation Theory/2. Optimization - cost function.vtt11.85 KB
4. Neural Networks With Backpropagation Theory/3. ARTICLE optimization algorithms.html230 B
4. Neural Networks With Backpropagation Theory/4. Simplified feedforward network.mp419.42 MB
4. Neural Networks With Backpropagation Theory/4. Simplified feedforward network.vtt9.03 KB
4. Neural Networks With Backpropagation Theory/5. Feedforward neural network topology.mp414.72 MB
4. Neural Networks With Backpropagation Theory/5. Feedforward neural network topology.vtt6.56 KB
4. Neural Networks With Backpropagation Theory/6. The learning algorithm.mp413.25 MB
4. Neural Networks With Backpropagation Theory/6. The learning algorithm.vtt6.03 KB
4. Neural Networks With Backpropagation Theory/7. Error calculation.mp413.73 MB
4. Neural Networks With Backpropagation Theory/7. Error calculation.vtt6.51 KB
4. Neural Networks With Backpropagation Theory/8. Gradient calculation I - output layer.mp420.27 MB
4. Neural Networks With Backpropagation Theory/8. Gradient calculation I - output layer.vtt9.29 KB
4. Neural Networks With Backpropagation Theory/9. Gradient calculation II - hidden layer.mp49.17 MB
4. Neural Networks With Backpropagation Theory/9. Gradient calculation II - hidden layer.vtt4.09 KB
5. Types of Neural Networks/1. Types of neural networks.mp45.48 MB
5. Types of Neural Networks/1. Types of neural networks.vtt4.37 KB
6. Single Perceptron Model/1. Perceptron model training.mp44.67 MB
6. Single Perceptron Model/1. Perceptron model training.vtt2.33 KB
6. Single Perceptron Model/2. Perceptron model implementation I.mp411.54 MB
6. Single Perceptron Model/2. Perceptron model implementation I.vtt4.82 KB
6. Single Perceptron Model/3. Perceptron model implementation II.mp412.83 MB
6. Single Perceptron Model/3. Perceptron model implementation II.vtt5.64 KB
6. Single Perceptron Model/4. Perceptron model implementation III.mp413.67 MB
6. Single Perceptron Model/4. Perceptron model implementation III.vtt5.71 KB
6. Single Perceptron Model/5. Trying to solve XOR problem.mp44.5 MB
6. Single Perceptron Model/5. Trying to solve XOR problem.vtt1.69 KB
6. Single Perceptron Model/6. Conclusion linearity and hidden layers.mp46.73 MB
6. Single Perceptron Model/6. Conclusion linearity and hidden layers.vtt3.33 KB

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