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[ DevCourseWeb com ] Udemy - The Multilayer Artificial Neural Network Course with Python
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1. Introduction
1. Course Structure.mp4
1. Course Structure.srt
2. How to make the most out of this course.mp4
2. How to make the most out of this course.srt
3. Tools will be used in this course.mp4
3. Tools will be used in this course.srt
2. Fundamental Neural Network
1. Introduction to Neural Network.mp4
1. Introduction to Neural Network.srt
1.1 Neural_Network.ipynb
10. Birth Weights project Implementation Part 2.mp4
10. Birth Weights project Implementation Part 2.srt
10.1 Birth_weight_project (1).ipynb
11. Birth Weights project Implementation Part 3.mp4
11. Birth Weights project Implementation Part 3.srt
11.1 Birth_weight_project (1).ipynb
12. Birth Weights project Implementation Part 4.mp4
12. Birth Weights project Implementation Part 4.srt
13. Birth Weights project Implementation Final Part.mp4
13. Birth Weights project Implementation Final Part.srt
13.1 Birth_weight_project (2).ipynb
14. How to pick the right activation function.mp4
14. How to pick the right activation function.srt
14.1 How_to_Pick_the_right_activation_function.ipynb
15. Linear Model improvements Part 1.mp4
15. Linear Model improvements Part 1.srt
15.1 improve_model.ipynb
16. Linear Model improvements Final Part.mp4
16. Linear Model improvements Final Part.srt
16.1 improve_model (1).ipynb
2. One layer Neural Network Implementation part 1.mp4
2. One layer Neural Network Implementation part 1.srt
2.1 One_hidden_layer_neural_network_Implementation.ipynb
3. One layer Neural Network Implementation Final part.mp4
3. One layer Neural Network Implementation Final part.srt
3.1 One_hidden_layer_neural_network_Implementation (1).ipynb
4. One layer Neural Network further explaination.mp4
4. One layer Neural Network further explaination.srt
4.1 One_hidden_layer_neural_network_Implementation (2).ipynb
5. Multilayer Neural Network Implementation Part 1.mp4
5. Multilayer Neural Network Implementation Part 1.srt
5.1 Different_layers_Implementation.ipynb
6. Multilayer Neural Network Implementation Part 2.mp4
6. Multilayer Neural Network Implementation Part 2.srt
6.1 Different_layers_Implementation (1).ipynb
7. Multilayer Neural Network Implementation Part 3.mp4
7. Multilayer Neural Network Implementation Part 3.srt
7.1 Different_layers_Implementation (2).ipynb
8. Multilayer Neural Network Implementation Final Part.mp4
8. Multilayer Neural Network Implementation Final Part.srt
8.1 Different_layers_Implementation (3).ipynb
9. Birth Weights project Implementation Part 1.mp4
9. Birth Weights project Implementation Part 1.srt
9.1 Birth_weight_project.ipynb
9.2 birth_weight.csv
3. Modelling Neural Network
1. Simple Introduction to Perceptron and its implementation Part 1.mp4
1. Simple Introduction to Perceptron and its implementation Part 1.srt
1.1 Introduction_to_Perceptron.ipynb
10. Batch Normalization Introduction and implementation.mp4
10. Batch Normalization Introduction and implementation.srt
10.1 Introduction_to_batch_normalization.ipynb
2. Simple Introduction to Perceptron and its implementation Final Part.mp4
2. Simple Introduction to Perceptron and its implementation Final Part.srt
2.1 Introduction_to_Perceptron (1).ipynb
3. Introduction to Multilayer Perceptron.mp4
3. Introduction to Multilayer Perceptron.srt
3.1 Multilayer_Perceptron_Implementation.ipynb
4. Multilayer Perceptron Implementation.mp4
4. Multilayer Perceptron Implementation.srt
4.1 Multilayer_Perceptron_Implementation (1).ipynb
5. Introduction to overfitting.mp4
5. Introduction to overfitting.srt
5.1 Introduction_to_Dropout.ipynb
6. Introduction to Dropout.mp4
6. Introduction to Dropout.srt
6.1 Introduction_to_dropout (1).ipynb
7. Dropout Implementation Part 1.mp4
7. Dropout Implementation Part 1.srt
7.1 Introduction_to_dropout (2).ipynb
8. Dropout Implementation Part 2.mp4
8. Dropout Implementation Part 2.srt
8.1 Introduction_to_dropout (3).ipynb
9. Dropout Implementation Final Part.mp4
9. Dropout Implementation Final Part.srt
9.1 Introduction_to_dropout (4).ipynb
4. Classifying handwritten digits
1. Introduction and Implementation Part 1.mp4
1. Introduction and Implementation Part 1.srt
1.1 Handwritten_Digit_Project_in_multilayer_neural_network.ipynb
2. Implementation Part 2.mp4
2. Implementation Part 2.srt
2.1 Handwritten_Digit_Project_in_multilayer_neural_network (1).ipynb
3. Implementation Part 3.mp4
3. Implementation Part 3.srt
3.1 Handwritten_Digit_Project_in_multilayer_neural_network (2).ipynb
4. Implementation Part 4.mp4
4. Implementation Part 4.srt
4.1 Handwritten_Digit_Project_in_multilayer_neural_network (3).ipynb
5. Implementation Part 5.mp4
5. Implementation Part 5.srt
5.1 Handwritten_Digit_Project_in_multilayer_neural_network.ipynb
6. Implementation Part 6.mp4
6. Implementation Part 6.srt
6.1 Handwritten_Digit_Project_in_multilayer_neural_network (1).ipynb
7. Implementation Final Part.mp4
7. Implementation Final Part.srt
7.1 Handwritten_Digit_Project_in_multilayer_neural_network (2).ipynb
5. Thank you
1. Thank you.mp4
1. Thank you.srt
Bonus Resources.txt
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