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TORRENT DETAILS
Udemy - The Multilayer Artificial Neural Network Course With Python
TORRENT SUMMARY
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Back-propagation, feed-forward network, TensorFlow, Batch Normalization, Dropout, Pandas, Numpy, Matplotlib and so on.
What you'll learn
multilayer neural network
Learn to use NumPy for Numerical Data
Learn to use Matplotlib for Python Plotting
Pandas
Neural Networks
Overfitting
Dropout
Batch Normalization
Multilayer Perceptron (MLP)
Apply Neural Networks in practice
Tensorflow
Requirements
Decent Python skills are required
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Course Structure.mp4
10.5 MB
~Get Your Files Here !/1. Introduction/1. Course Structure.srt
2.1 KB
~Get Your Files Here !/1. Introduction/2. How to make the most out of this course.mp4
8.2 MB
~Get Your Files Here !/1. Introduction/2. How to make the most out of this course.srt
2.8 KB
~Get Your Files Here !/1. Introduction/3. Tools will be used in this course.mp4
5.1 MB
~Get Your Files Here !/1. Introduction/3. Tools will be used in this course.srt
1.9 KB
~Get Your Files Here !/2. Fundamental Neural Network/1. Introduction to Neural Network.mp4
63.5 MB
~Get Your Files Here !/2. Fundamental Neural Network/1. Introduction to Neural Network.srt
5 KB
~Get Your Files Here !/2. Fundamental Neural Network/1.1 Neural_Network.ipynb
2.1 KB
~Get Your Files Here !/2. Fundamental Neural Network/10. Birth Weights project Implementation Part 2.mp4
70.4 MB
~Get Your Files Here !/2. Fundamental Neural Network/10. Birth Weights project Implementation Part 2.srt
7.6 KB
~Get Your Files Here !/2. Fundamental Neural Network/10.1 Birth_weight_project (1).ipynb
8.8 KB
~Get Your Files Here !/2. Fundamental Neural Network/11. Birth Weights project Implementation Part 3.mp4
62.4 MB
~Get Your Files Here !/2. Fundamental Neural Network/11. Birth Weights project Implementation Part 3.srt
7 KB
~Get Your Files Here !/2. Fundamental Neural Network/11.1 Birth_weight_project (1).ipynb
18.8 KB
~Get Your Files Here !/2. Fundamental Neural Network/12. Birth Weights project Implementation Part 4.mp4
127.5 MB
~Get Your Files Here !/2. Fundamental Neural Network/12. Birth Weights project Implementation Part 4.srt
14.6 KB
~Get Your Files Here !/2. Fundamental Neural Network/13. Birth Weights project Implementation Final Part.mp4
14.8 MB
~Get Your Files Here !/2. Fundamental Neural Network/13. Birth Weights project Implementation Final Part.srt
1.6 KB
~Get Your Files Here !/2. Fundamental Neural Network/13.1 Birth_weight_project (2).ipynb
40.3 KB
~Get Your Files Here !/2. Fundamental Neural Network/14. How to pick the right activation function.mp4
108.1 MB
~Get Your Files Here !/2. Fundamental Neural Network/14. How to pick the right activation function.srt
8.9 KB
~Get Your Files Here !/2. Fundamental Neural Network/14.1 How_to_Pick_the_right_activation_function.ipynb
3.1 KB
~Get Your Files Here !/2. Fundamental Neural Network/15. Linear Model improvements Part 1.mp4
165.5 MB
~Get Your Files Here !/2. Fundamental Neural Network/15. Linear Model improvements Part 1.srt
19.4 KB
~Get Your Files Here !/2. Fundamental Neural Network/15.1 improve_model.ipynb
11.3 KB
~Get Your Files Here !/2. Fundamental Neural Network/16. Linear Model improvements Final Part.mp4
194.1 MB
~Get Your Files Here !/2. Fundamental Neural Network/16. Linear Model improvements Final Part.srt
20.2 KB
~Get Your Files Here !/2. Fundamental Neural Network/16.1 improve_model (1).ipynb
65.6 KB
~Get Your Files Here !/2. Fundamental Neural Network/2. One layer Neural Network Implementation part 1.mp4
106.7 MB
~Get Your Files Here !/2. Fundamental Neural Network/2. One layer Neural Network Implementation part 1.srt
12.7 KB
~Get Your Files Here !/2. Fundamental Neural Network/2.1 One_hidden_layer_neural_network_Implementation.ipynb
4.8 KB
~Get Your Files Here !/2. Fundamental Neural Network/3. One layer Neural Network Implementation Final part.mp4
135.4 MB
~Get Your Files Here !/2. Fundamental Neural Network/3. One layer Neural Network Implementation Final part.srt
15.5 KB
~Get Your Files Here !/2. Fundamental Neural Network/3.1 One_hidden_layer_neural_network_Implementation (1).ipynb
39.9 KB
~Get Your Files Here !/2. Fundamental Neural Network/4. One layer Neural Network further explaination.mp4
38.9 MB
~Get Your Files Here !/2. Fundamental Neural Network/4. One layer Neural Network further explaination.srt
3.3 KB
~Get Your Files Here !/2. Fundamental Neural Network/4.1 One_hidden_layer_neural_network_Implementation (2).ipynb
234.6 KB
~Get Your Files Here !/2. Fundamental Neural Network/5. Multilayer Neural Network Implementation Part 1.mp4
77.3 MB
~Get Your Files Here !/2. Fundamental Neural Network/5. Multilayer Neural Network Implementation Part 1.srt
9.4 KB
~Get Your Files Here !/2. Fundamental Neural Network/5.1 Different_layers_Implementation.ipynb
4.5 KB
~Get Your Files Here !/2. Fundamental Neural Network/6. Multilayer Neural Network Implementation Part 2.mp4
80.9 MB
~Get Your Files Here !/2. Fundamental Neural Network/6. Multilayer Neural Network Implementation Part 2.srt
9.3 KB
~Get Your Files Here !/2. Fundamental Neural Network/6.1 Different_layers_Implementation (1).ipynb
9.3 KB
~Get Your Files Here !/2. Fundamental Neural Network/7. Multilayer Neural Network Implementation Part 3.mp4
76.8 MB
~Get Your Files Here !/2. Fundamental Neural Network/7. Multilayer Neural Network Implementation Part 3.srt
10.1 KB
~Get Your Files Here !/2. Fundamental Neural Network/7.1 Different_layers_Implementation (2).ipynb
13.2 KB
~Get Your Files Here !/2. Fundamental Neural Network/8. Multilayer Neural Network Implementation Final Part.mp4
59.5 MB
~Get Your Files Here !/2. Fundamental Neural Network/8. Multilayer Neural Network Implementation Final Part.srt
6.2 KB
~Get Your Files Here !/2. Fundamental Neural Network/8.1 Different_layers_Implementation (3).ipynb
18.1 KB
~Get Your Files Here !/2. Fundamental Neural Network/9. Birth Weights project Implementation Part 1.mp4
106.5 MB
~Get Your Files Here !/2. Fundamental Neural Network/9. Birth Weights project Implementation Part 1.srt
13.9 KB
~Get Your Files Here !/2. Fundamental Neural Network/9.1 Birth_weight_project.ipynb
5.5 KB
~Get Your Files Here !/2. Fundamental Neural Network/9.2 birth_weight.csv
8 KB
~Get Your Files Here !/3. Modelling Neural Network/1. Simple Introduction to Perceptron and its implementation Part 1.mp4
91.8 MB
~Get Your Files Here !/3. Modelling Neural Network/1. Simple Introduction to Perceptron and its implementation Part 1.srt
10.7 KB
~Get Your Files Here !/3. Modelling Neural Network/1.1 Introduction_to_Perceptron.ipynb
3.3 KB
~Get Your Files Here !/3. Modelling Neural Network/10. Batch Normalization Introduction and implementation.mp4
174.9 MB
~Get Your Files Here !/3. Modelling Neural Network/10. Batch Normalization Introduction and implementation.srt
12.7 KB
~Get Your Files Here !/3. Modelling Neural Network/10.1 Introduction_to_batch_normalization.ipynb
110.9 KB
~Get Your Files Here !/3. Modelling Neural Network/2. Simple Introduction to Perceptron and its implementation Final Part.mp4
93 MB
~Get Your Files Here !/3. Modelling Neural Network/2. Simple Introduction to Perceptron and its implementation Final Part.srt
10.3 KB
~Get Your Files Here !/3. Modelling Neural Network/2.1 Introduction_to_Perceptron (1).ipynb
98.9 KB
~Get Your Files Here !/3. Modelling Neural Network/3. Introduction to Multilayer Perceptron.mp4
215.6 MB
~Get Your Files Here !/3. Modelling Neural Network/3. Introduction to Multilayer Perceptron.srt
17.1 KB
~Get Your Files Here !/3. Modelling Neural Network/3.1 Multilayer_Perceptron_Implementation.ipynb
4.3 KB
~Get Your Files Here !/3. Modelling Neural Network/4. Multilayer Perceptron Implementation.mp4
178.6 MB
~Get Your Files Here !/3. Modelling Neural Network/4. Multilayer Perceptron Implementation.srt
17.1 KB
~Get Your Files Here !/3. Modelling Neural Network/4.1 Multilayer_Perceptron_Implementation (1).ipynb
75.9 KB
~Get Your Files Here !/3. Modelling Neural Network/5. Introduction to overfitting.mp4
46.7 MB
~Get Your Files Here !/3. Modelling Neural Network/5. Introduction to overfitting.srt
4.9 KB
~Get Your Files Here !/3. Modelling Neural Network/5.1 Introduction_to_Dropout.ipynb
2 KB
~Get Your Files Here !/3. Modelling Neural Network/6. Introduction to Dropout.mp4
128.2 MB
~Get Your Files Here !/3. Modelling Neural Network/6. Introduction to Dropout.srt
9.3 KB
~Get Your Files Here !/3. Modelling Neural Network/6.1 Introduction_to_dropout (1).ipynb
3.3 KB
~Get Your Files Here !/3. Modelling Neural Network/7. Dropout Implementation Part 1.mp4
115.3 MB
~Get Your Files Here !/3. Modelling Neural Network/7. Dropout Implementation Part 1.srt
11.5 KB
~Get Your Files Here !/3. Modelling Neural Network/7.1 Introduction_to_dropout (2).ipynb
90.9 KB
~Get Your Files Here !/3. Modelling Neural Network/8. Dropout Implementation Part 2.mp4
97.9 MB
~Get Your Files Here !/3. Modelling Neural Network/8. Dropout Implementation Part 2.srt
8.7 KB
~Get Your Files Here !/3. Modelling Neural Network/8.1 Introduction_to_dropout (3).ipynb
90.9 KB
~Get Your Files Here !/3. Modelling Neural Network/9. Dropout Implementation Final Part.mp4
119 MB
~Get Your Files Here !/3. Modelling Neural Network/9. Dropout Implementation Final Part.srt
11.7 KB
~Get Your Files Here !/3. Modelling Neural Network/9.1 Introduction_to_dropout (4).ipynb
129.9 KB
~Get Your Files Here !/4. Classifying handwritten digits/1. Introduction and Implementation Part 1.mp4
110.3 MB
~Get Your Files Here !/4. Classifying handwritten digits/1. Introduction and Implementation Part 1.srt
15.4 KB
~Get Your Files Here !/4. Classifying handwritten digits/1.1 Handwritten_Digit_Project_in_multilayer_neural_network.ipynb
79.6 KB
~Get Your Files Here !/4. Classifying handwritten digits/2. Implementation Part 2.mp4
172.6 MB
~Get Your Files Here !/4. Classifying handwritten digits/2. Implementation Part 2.srt
19.1 KB
~Get Your Files Here !/4. Classifying handwritten digits/2.1 Handwritten_Digit_Project_in_multilayer_neural_network (1).ipynb
84.1 KB
~Get Your Files Here !/4. Classifying handwritten digits/3. Implementation Part 3.mp4
164 MB
~Get Your Files Here !/4. Classifying handwritten digits/3. Implementation Part 3.srt
16.8 KB
~Get Your Files Here !/4. Classifying handwritten digits/3.1 Handwritten_Digit_Project_in_multilayer_neural_network (2).ipynb
92.8 KB
~Get Your Files Here !/4. Classifying handwritten digits/4. Implementation Part 4.mp4
119.9 MB
~Get Your Files Here !/4. Classifying handwritten digits/4. Implementation Part 4.srt
10.8 KB
~Get Your Files Here !/4. Classifying handwritten digits/4.1 Handwritten_Digit_Project_in_multilayer_neural_network (3).ipynb
96.9 KB
~Get Your Files Here !/4. Classifying handwritten digits/5. Implementation Part 5.mp4
117.2 MB
~Get Your Files Here !/4. Classifying handwritten digits/5. Implementation Part 5.srt
