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Udemy - The Multilayer Artificial Neural Network Course with Python

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3.5 GB
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Files
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Description
[ DevCourseWeb.com ] The Multilayer Artificial Neural Network Course with Python



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 08/2022

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 37 lectures (8h 2m) | Size: 3.63 GB



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



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - The Multilayer Artificial Neural Network Course with Python
  • ~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 14.1 KB

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