Filename | Size |
| 1. Introduction/1. Introduction.mp4 | 6.9 MB |
| 1. Introduction/1. Introduction.vtt | 3.6 KB |
| 10. Classification - Iris Dataset/1. About the Iris dataset.mp4 | 7.1 MB |
| 10. Classification - Iris Dataset/1. About the Iris dataset.vtt | 3 KB |
| 10. Classification - Iris Dataset/2. Constructing the neural network.mp4 | 8 MB |
| 10. Classification - Iris Dataset/2. Constructing the neural network.vtt | 2.9 KB |
| 10. Classification - Iris Dataset/3. Testing the neural network.mp4 | 34.2 MB |
| 10. Classification - Iris Dataset/3. Testing the neural network.vtt | 6.8 KB |
| 11. Optical Character Recognition (OCR)/1. Optical character recognition theory.mp4 | 7.9 MB |
| 11. Optical Character Recognition (OCR)/1. Optical character recognition theory.vtt | 3.9 KB |
| 11. Optical Character Recognition (OCR)/2. Installing paint.net.mp4 | 5.2 MB |
| 11. Optical Character Recognition (OCR)/2. Installing paint.net.vtt | 2.7 KB |
| 11. Optical Character Recognition (OCR)/3. Transform an image into numerical data.mp4 | 9.8 MB |
| 11. Optical Character Recognition (OCR)/3. Transform an image into numerical data.vtt | 4.8 KB |
| 11. Optical Character Recognition (OCR)/4. Creating the datasets.mp4 | 7.6 MB |
| 11. Optical Character Recognition (OCR)/4. Creating the datasets.vtt | 2.4 KB |
| 11. Optical Character Recognition (OCR)/5. OCR with neural network.mp4 | 43.9 MB |
| 11. Optical Character Recognition (OCR)/5. OCR with neural network.vtt | 6.7 KB |
| 12. Course Materials (DOWNLOADS)/1. Course materials.html | 60 B |
| 12. Course Materials (DOWNLOADS)/1.1 neural_networks.zip.zip | 2 MB |
| 13. DISCOUNT FOR OTHER COURSES!/1. 90% OFF For Other Courses.html | 5.1 KB |
| 2. Neural Networks Introduction/1. Axons and neurons in the human brain.mp4 | 19.3 MB |
| 2. Neural Networks Introduction/1. Axons and neurons in the human brain.vtt | 9.2 KB |
| 2. Neural Networks Introduction/2. Modeling human brain.mp4 | 93.9 MB |
| 2. Neural Networks Introduction/2. Modeling human brain.vtt | 8.3 KB |
| 2. Neural Networks Introduction/3. Learning paradigms.mp4 | 6.9 MB |
| 2. Neural Networks Introduction/3. Learning paradigms.vtt | 3 KB |
| 2. Neural Networks Introduction/4. Artificial neurons - the model.mp4 | 16.5 MB |
| 2. Neural Networks Introduction/4. Artificial neurons - the model.vtt | 7.4 KB |
| 2. Neural Networks Introduction/5. Artificial neurons - activations functions.mp4 | 14.2 MB |
| 2. Neural Networks Introduction/5. Artificial neurons - activations functions.vtt | 6.6 KB |
| 2. Neural Networks Introduction/6. ARTICLE activation functions.html | 169 B |
| 2. Neural Networks Introduction/7. Artificial neurons - an example.mp4 | 11.4 MB |
| 2. Neural Networks Introduction/7. Artificial neurons - an example.vtt | 4.8 KB |
| 2. Neural Networks Introduction/8. Neural networks - the big picture.mp4 | 10.8 MB |
| 2. Neural Networks Introduction/8. Neural networks - the big picture.vtt | 4.8 KB |
| 2. Neural Networks Introduction/9. Applications of neural networks.mp4 | 5.2 MB |
| 2. Neural Networks Introduction/9. Applications of neural networks.vtt | 2.4 KB |
| 3. Hopfield Neural Network/1. Hopfield neural network introduction.mp4 | 11.8 MB |
| 3. Hopfield Neural Network/1. Hopfield neural network introduction.vtt | 5.5 KB |
| 3. Hopfield Neural Network/2. Hopfield network energy.mp4 | 9.4 MB |
| 3. Hopfield Neural Network/2. Hopfield network energy.vtt | 4.5 KB |
| 3. Hopfield Neural Network/3. Hopfield neural network training and learning.mp4 | 11.5 MB |
| 3. Hopfield Neural Network/3. Hopfield neural network training and learning.vtt | 5.6 KB |
| 3. Hopfield Neural Network/4. Hopfield neural network problems.mp4 | 7.2 MB |
| 3. Hopfield Neural Network/4. Hopfield neural network problems.vtt | 3.6 KB |
| 3. Hopfield Neural Network/5. Hopfield neural network example.mp4 | 13.2 MB |
| 3. Hopfield Neural Network/5. Hopfield neural network example.vtt | 6.3 KB |
| 3. Hopfield Neural Network/6. Hopfield network implementation I - utils.mp4 | 9.4 MB |
| 3. Hopfield Neural Network/6. Hopfield network implementation I - utils.vtt | 4 KB |
| 3. Hopfield Neural Network/7. Hopfield network implementation II - matrix operations.mp4 | 19.1 MB |
| 3. Hopfield Neural Network/7. Hopfield network implementation II - matrix operations.vtt | 7.3 KB |
| 3. Hopfield Neural Network/8. Hopfield network implementation III - network.mp4 | 18.6 MB |
| 3. Hopfield Neural Network/8. Hopfield network implementation III - network.vtt | 7.2 KB |
| 3. Hopfield Neural Network/9. Hopfield network implementation IV - running the application.mp4 | 8.8 MB |
| 3. Hopfield Neural Network/9. Hopfield network implementation IV - running the application.vtt | 4.3 KB |
| 4. Neural Networks With Backpropagation Theory/1. Feedforward neural networks.mp4 | 18.4 MB |
| 4. Neural Networks With Backpropagation Theory/1. Feedforward neural networks.vtt | 8.9 KB |
| 4. Neural Networks With Backpropagation Theory/10. Backpropagation.mp4 | 12.7 MB |
| 4. Neural Networks With Backpropagation Theory/10. Backpropagation.vtt | 5.7 KB |
| 4. Neural Networks With Backpropagation Theory/11. Backpropagation II.mp4 | 4.7 MB |
| 4. Neural Networks With Backpropagation Theory/11. Backpropagation II.vtt | 2 KB |
| 4. Neural Networks With Backpropagation Theory/12. ARTICLE derivation of backpropagation.html | 171 B |
| 4. Neural Networks With Backpropagation Theory/13. Resilient propagation.mp4 | 18.6 MB |
| 4. Neural Networks With Backpropagation Theory/13. Resilient propagation.vtt | 5.1 KB |
| 4. Neural Networks With Backpropagation Theory/14. Applications of neural networks I - character recognition.mp4 | 8.8 MB |
| 4. Neural Networks With Backpropagation Theory/14. Applications of neural networks I - character recognition.vtt | 4.4 KB |
| 4. Neural Networks With Backpropagation Theory/15. Applications of neural networks II - stock market forecast.mp4 | 9.5 MB |
| 4. Neural Networks With Backpropagation Theory/15. Applications of neural networks II - stock market forecast.vtt | 4.7 KB |
| 4. Neural Networks With Backpropagation Theory/16. Deep learning.mp4 | 9.5 MB |
| 4. Neural Networks With Backpropagation Theory/16. Deep learning.vtt | 4.6 KB |
| 4. Neural Networks With Backpropagation Theory/2. Optimization - cost function.mp4 | 25.9 MB |
| 4. Neural Networks With Backpropagation Theory/2. Optimization - cost function.vtt | 11.9 KB |
| 4. Neural Networks With Backpropagation Theory/3. ARTICLE optimization algorithms.html | 230 B |
| 4. Neural Networks With Backpropagation Theory/4. Simplified feedforward network.mp4 | 19.4 MB |
| 4. Neural Networks With Backpropagation Theory/4. Simplified feedforward network.vtt | 9 KB |
| 4. Neural Networks With Backpropagation Theory/5. Feedforward neural network topology.mp4 | 14.7 MB |
| 4. Neural Networks With Backpropagation Theory/5. Feedforward neural network topology.vtt | 6.6 KB |
| 4. Neural Networks With Backpropagation Theory/6. The learning algorithm.mp4 | 13.3 MB |
| 4. Neural Networks With Backpropagation Theory/6. The learning algorithm.vtt | 6 KB |
| 4. Neural Networks With Backpropagation Theory/7. Error calculation.mp4 | 13.7 MB |
| 4. Neural Networks With Backpropagation Theory/7. Error calculation.vtt | 6.5 KB |
| 4. Neural Networks With Backpropagation Theory/8. Gradient calculation I - output layer.mp4 | 20.3 MB |
| 4. Neural Networks With Backpropagation Theory/8. Gradient calculation I - output layer.vtt | 9.3 KB |
| 4. Neural Networks With Backpropagation Theory/9. Gradient calculation II - hidden layer.mp4 | 9.2 MB |
| 4. Neural Networks With Backpropagation Theory/9. Gradient calculation II - hidden layer.vtt | 4.1 KB |
| 5. Types of Neural Networks/1. Types of neural networks.mp4 | 5.5 MB |
| 5. Types of Neural Networks/1. Types of neural networks.vtt | 4.4 KB |
| 6. Single Perceptron Model/1. Perceptron model training.mp4 | 4.7 MB |
| 6. Single Perceptron Model/1. Perceptron model training.vtt | 2.3 KB |
| 6. Single Perceptron Model/2. Perceptron model implementation I.mp4 | 11.5 MB |
| 6. Single Perceptron Model/2. Perceptron model implementation I.vtt | 4.8 KB |
| 6. Single Perceptron Model/3. Perceptron model implementation II.mp4 | 12.8 MB |
| 6. Single Perceptron Model/3. Perceptron model implementation II.vtt | 5.6 KB |
| 6. Single Perceptron Model/4. Perceptron model implementation III.mp4 | 13.7 MB |
| 6. Single Perceptron Model/4. Perceptron model implementation III.vtt | 5.7 KB |
| 6. Single Perceptron Model/5. Trying to solve XOR problem.mp4 | 4.5 MB |
| 6. Single Perceptron Model/5. Trying to solve XOR problem.vtt | 1.7 KB |
| 6. Single Perceptron Model/6. Conclusion linearity and hidden layers.mp4 | 6.7 MB |