FreeCourseLab com Udemy Artificial Intelligence II Neural Networks in Java

FreeCourseLab com Udemy Artificial Intelligence II Neural Networks in Java

Name	[FreeCourseLab.com] Udemy - Artificial Intelligence II - Neural Networks in Java	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	858.0 MB
Total Files	125
Hash	AD273397F7B43D6079472C87A6B97AA142AEBB7D

/1. Introduction/
1. Introduction.mp4	7.3 MB
1. Introduction.vtt	3.7 KB
/10. Classification - Iris Dataset/
1. About the Iris dataset.mp4	7.5 MB
1. About the Iris dataset.vtt	3.1 KB
2. Constructing the neural network.mp4	8.4 MB
2. Constructing the neural network.vtt	2.9 KB
3. Testing the neural network.mp4	35.8 MB
3. Testing the neural network.vtt	7.0 KB
/11. Optical Character Recognition (OCR)/
1. Optical character recognition theory.mp4	8.3 MB
1. Optical character recognition theory.vtt	4.0 KB
2. Installing paint.net.mp4	5.4 MB
2. Installing paint.net.vtt	2.8 KB
3. Transform an image into numerical data.mp4	10.3 MB
3. Transform an image into numerical data.vtt	4.9 KB
4. Creating the datasets.mp4	8.0 MB
4. Creating the datasets.vtt	2.4 KB
5. OCR with neural network.mp4	46.1 MB
5. OCR with neural network.vtt	6.9 KB
/12. Course Materials (DOWNLOADS)/
1. Course materials.html	0.1 KB
1.1 neural_networks.zip.zip	2.1 MB
/13. DISCOUNT FOR OTHER COURSES!/
1. 90% OFF For Other Courses.html	5.2 KB
/2. Neural Networks Introduction/
1. Axons and neurons in the human brain.mp4	20.2 MB
1. Axons and neurons in the human brain.vtt	9.4 KB
2. Modeling human brain.mp4	98.5 MB
2. Modeling human brain.vtt	8.5 KB
3. Learning paradigms.mp4	7.2 MB
3. Learning paradigms.vtt	3.1 KB
4. Artificial neurons - the model.mp4	17.4 MB
4. Artificial neurons - the model.vtt	7.6 KB
5. Artificial neurons - activations functions.mp4	14.9 MB
5. Artificial neurons - activations functions.vtt	6.7 KB
6. ARTICLE activation functions.html	0.2 KB
7. Artificial neurons - an example.mp4	11.9 MB
7. Artificial neurons - an example.vtt	4.9 KB
8. Neural networks - the big picture.mp4	11.3 MB
8. Neural networks - the big picture.vtt	4.9 KB
9. Applications of neural networks.mp4	5.5 MB
9. Applications of neural networks.vtt	2.4 KB
/3. Hopfield Neural Network/
1. Hopfield neural network introduction.mp4	12.3 MB
1. Hopfield neural network introduction.vtt	5.7 KB
2. Hopfield network energy.mp4	9.8 MB
2. Hopfield network energy.vtt	4.6 KB
3. Hopfield neural network training and learning.mp4	12.1 MB
3. Hopfield neural network training and learning.vtt	5.7 KB
4. Hopfield neural network problems.mp4	7.5 MB
4. Hopfield neural network problems.vtt	3.7 KB
5. Hopfield neural network example.mp4	13.8 MB
5. Hopfield neural network example.vtt	6.4 KB
6. Hopfield network implementation I - utils.mp4	9.8 MB
6. Hopfield network implementation I - utils.vtt	4.1 KB
7. Hopfield network implementation II - matrix operations.mp4	20.0 MB
7. Hopfield network implementation II - matrix operations.vtt	7.5 KB
8. Hopfield network implementation III - network.mp4	19.5 MB
8. Hopfield network implementation III - network.vtt	7.4 KB
9. Hopfield network implementation IV - running the application.mp4	9.2 MB
9. Hopfield network implementation IV - running the application.vtt	4.4 KB
/4. Neural Networks With Backpropagation Theory/
1. Feedforward neural networks.mp4	19.3 MB
1. Feedforward neural networks.vtt	9.1 KB
10. Backpropagation.mp4	13.3 MB
10. Backpropagation.vtt	5.9 KB
11. Backpropagation II.mp4	4.9 MB
11. Backpropagation II.vtt	2.1 KB
12. ARTICLE derivation of backpropagation.html	0.2 KB
13. Resilient propagation.mp4	19.5 MB
13. Resilient propagation.vtt	5.2 KB
14. Applications of neural networks I - character recognition.mp4	9.2 MB
14. Applications of neural networks I - character recognition.vtt	4.5 KB
15. Applications of neural networks II - stock market forecast.mp4	10.0 MB
15. Applications of neural networks II - stock market forecast.vtt	4.8 KB
16. Deep learning.mp4	9.9 MB
16. Deep learning.vtt	4.7 KB
2. Optimization - cost function.mp4	27.2 MB
2. Optimization - cost function.vtt	12.1 KB
3. ARTICLE optimization algorithms.html	0.2 KB
4. Simplified feedforward network.mp4	20.4 MB
4. Simplified feedforward network.vtt	9.2 KB
5. Feedforward neural network topology.mp4	15.4 MB
5. Feedforward neural network topology.vtt	6.7 KB
6. The learning algorithm.mp4	13.9 MB
6. The learning algorithm.vtt	6.2 KB
7. Error calculation.mp4	14.4 MB
7. Error calculation.vtt	6.7 KB
8. Gradient calculation I - output layer.mp4	21.3 MB
8. Gradient calculation I - output layer.vtt	9.5 KB
9. Gradient calculation II - hidden layer.mp4	9.6 MB
9. Gradient calculation II - hidden layer.vtt	4.2 KB
/5. Types of Neural Networks/
1. Types of neural networks.mp4	5.7 MB
1. Types of neural networks.vtt	4.5 KB
/6. Single Perceptron Model/
1. Perceptron model training.mp4	4.9 MB
1. Perceptron model training.vtt	2.4 KB
2. Perceptron model implementation I.mp4	12.1 MB
2. Perceptron model implementation I.vtt	4.9 KB
3. Perceptron model implementation II.mp4	13.4 MB
3. Perceptron model implementation II.vtt	5.8 KB
4. Perceptron model implementation III.mp4	14.3 MB
4. Perceptron model implementation III.vtt	5.8 KB
5. Trying to solve XOR problem.mp4	4.7 MB
5. Trying to solve XOR problem.vtt	1.7 KB
6. Conclusion linearity and hidden layers.mp4	7.1 MB
6. Conclusion linearity and hidden layers.vtt	3.4 KB
/7. Backpropagation Implementation/
1. Structure of the feedforward network.mp4	13.8 MB
1. Structure of the feedforward network.vtt	6.8 KB
2. Backpropagation implementation I - activation function.mp4	10.3 MB
2. Backpropagation implementation I - activation function.vtt	4.6 KB
3. Backpropagation implementation II - NeuralNetwork.mp4	19.2 MB
3. Backpropagation implementation II - NeuralNetwork.vtt	8.0 KB
4. Backpropagation implementation III - Layer.mp4	12.7 MB
4. Backpropagation implementation III - Layer.vtt	5.0 KB
5. Backpropagation implementation IV - run.mp4	17.2 MB
5. Backpropagation implementation IV - run.vtt	7.2 KB
6. Backpropagation implementation V - train.mp4	16.8 MB
6. Backpropagation implementation V - train.vtt	6.9 KB
/8. Logical Operators/
1. Logical operators introduction.mp4	4.8 MB
1. Logical operators introduction.vtt	2.1 KB
2. Running the neural network AND.mp4	18.8 MB
2. Running the neural network AND.vtt	7.8 KB
3. Running the neural network OR.mp4	8.5 MB
3. Running the neural network OR.vtt	3.7 KB
4. Running the neural network XOR.mp4	5.8 MB
4. Running the neural network XOR.vtt	2.7 KB
/9. Clustering/
1. Clustering with neural networks I.mp4	5.0 MB
1. Clustering with neural networks I.vtt	2.5 KB
2. Clustering with neural networks II.mp4	14.1 MB
2. Clustering with neural networks II.vtt	5.3 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 125