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Udemy - The Complete Convolutional Neural Network with Python 2022

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Udemy - The Complete Convolutional Neural Network with Python 2022 (Size: 2.4 GB)
  1. CIFAR-10 project Implementation Part 1.mp4 52.5 MB
  1. CIFAR-10 project Implementation Part 1.srt 7.4 KB
  1. Clothing image Project Part 1.mp4 72.8 MB
  1. Clothing image Project Part 1.srt 8.9 KB
  1. Combining 2 images Part 1.mp4 50.2 MB
  1. Combining 2 images Part 1.srt 7 KB
  1. Course structure.mp4 11.2 MB
  1. Course structure.mp4.jpg?042148 128.5 KB
  1. Course structure.srt 2.1 KB
  1. Introduction to Convolutional Neural Network Part 1.mp4 184 MB
  1. Introduction to Convolutional Neural Network Part 1.srt 8.9 KB
  1. Thank You.mp4 23.3 MB
  1. Thank You.srt 1.6 KB
  1.1 CIFAR_10_Project_Implementation.ipynb 61.7 KB
  1.1 Introduction_to_Convolution_Neural_Network.ipynb 3.2 KB
  1.1 book_cover.jpg?042148 90.5 KB
  1.1 clothing_Image_Project.ipynb 69.2 KB
  1.2 Images_combination.ipynb 385.2 KB
  1.3 starry_night.jpg?042148 549.4 KB
  2. CIFAR-10 project Implementation Part 2.mp4 104.8 MB
  2. CIFAR-10 project Implementation Part 2.srt 10.3 KB
  2. Clothing image Project Part 2.mp4 56.8 MB
  2. Clothing image Project Part 2.srt 6.8 KB
  2. Introduction to Convolutional Neural Network Part 2.mp4 79.9 MB
  2. Introduction to Convolutional Neural Network Part 2.srt 4.9 KB
  2. Introduction to VGG (Visual Geometry Group).mp4 48.8 MB
  2. Introduction to VGG (Visual Geometry Group).srt 3.6 KB
  2. Tools will be used in this course.mp4 5.1 MB
  2. Tools will be used in this course.srt 1.9 KB
  2.1 CIFAR_10_Project_Implementation (1).ipynb 64.9 KB
  2.1 Images combination.ipynb 385.7 KB
  2.1 Introduction_to_Convolution_Neural_Network (1).ipynb 5.2 KB
  2.1 clothing_Image_Project (1).ipynb 72.2 KB
  3. CIFAR-10 project Implementation Part 3.mp4 32.2 MB
  3. CIFAR-10 project Implementation Part 3.srt 4.3 KB
  3. Clothing image Project Part 3.mp4 123.1 MB
  3. Clothing image Project Part 3.srt 11.4 KB
  3. How to make the most out of this course.mp4 8.2 MB
  3. How to make the most out of this course.srt 2.8 KB
  3. Implementing Simple CNN model Part 1.mp4 89.6 MB
  3. Implementing Simple CNN model Part 1.srt 9.1 KB
  3. Introduction to inception networks.mp4 34.5 MB
  3. Introduction to inception networks.srt 3.4 KB
  3.1 CIFAR_10_Project_Implementation (2).ipynb 104.2 KB
  3.1 Introduction_to_Convolution_Neural_Network (2).ipynb 9.3 KB
  3.1 Introduction_to_inception_networks.ipynb 1.4 KB
  3.1 clothing_Image_Project (2).ipynb 79.1 KB
  4. CIFAR-10 project Implementation Part 4.mp4 99.4 MB
  4. CIFAR-10 project Implementation Part 4.srt 8.9 KB
  4. Clothing image Project Part 4.mp4 125.8 MB
  4. Clothing image Project Part 4.srt 13.1 KB
  4. Combining 2 images Part 2.mp4 153.1 MB
  4. Combining 2 images Part 2.srt 15.4 KB
  4. Implementing Simple CNN model Part 2.mp4 84.1 MB
  4. Implementing Simple CNN model Part 2.srt 7.9 KB
  4.1 CIFAR_10_Project_Implementation (3).ipynb 125.4 KB
  4.1 Images_combination (1).ipynb 393.6 KB
  4.1 Introduction_to_Convolution_Neural_Network (3).ipynb 12.4 KB
  4.1 clothing_Image_Project (3).ipynb 100.5 KB
  5. CIFAR-10 project Implementation Final Part.mp4 72 MB
  5. CIFAR-10 project Implementation Final Part.srt 6.6 KB
  5. Clothing image Project Part 5.mp4 60.7 MB
  5. Clothing image Project Part 5.srt 5.3 KB
  5. Combining 2 images Final Part.mp4 123 MB
  5. Combining 2 images Final Part.srt 11.8 KB
  5. Implementing Simple CNN model Part 3.mp4 115.7 MB
  5. Implementing Simple CNN model Part 3.srt 11.9 KB
  5.1 CIFAR_10_Project_Implementation (4).ipynb 245.9 KB
  5.1 Images_combination (2).ipynb 896 KB
  5.1 Introduction_to_Convolution_Neural_Network (4).ipynb 72.3 KB
  5.1 clothing_Image_Project (4).ipynb 107.1 KB
  6. Clothing image Project Part 6.mp4 122.1 MB
  6. Clothing image Project Part 6.srt 12.2 KB
  6. Implementing Simple CNN model Part 4.mp4 36.5 MB
  6. Implementing Simple CNN model Part 4.srt 5.1 KB
  6. Improving the result Part 1.mp4 134.5 MB
  6. Improving the result Part 1.srt 13 KB
  6.1 Images_combination (3).ipynb 1.3 MB
  6.1 Introduction_to_Convolution_Neural_Network (5).ipynb 84.2 KB
  6.1 clothing_Image_Project (5).ipynb 144.9 KB
  7. Clothing image Project Part 7.mp4 52.3 MB
  7. Clothing image Project Part 7.srt 5.3 KB
  7. Implementing Simple CNN model Final Part.mp4 35.4 MB
  7. Implementing Simple CNN model Final Part.srt 2.7 KB
  7. Improving the result Final Part.mp4 155.2 MB
  7. Improving the result Final Part.srt 15.1 KB
  7.1 Images_combination (4).ipynb 3.3 MB
  7.1 Introduction_to_Convolution_Neural_Network (6).ipynb 85.1 KB
  7.1 clothing_Image_Project (6).ipynb 192.8 KB
  8. Clothing image Project Final Part.mp4 121 MB
  8. Clothing image Project Final Part.srt 11.6 KB
  8.1 clothing_Image_Project (7).ipynb 212.2 KB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 94 total files

Description


The Complete Convolutional Neural Network with Python 2022
https://DevCourseWeb.com

Published 06/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 31 lectures (5h 57m) | Size: 2.48 GB

Deep Learning Convolutional Neural Network (CNN) - Keras & TensorFlow 2

What you'll learn
DeepDream
Data augmentation
VGG
Inception
Data augmentation
Con2D
MaxPooling2D
EarlyStopping
Matplotlib
Confusion matrix
Pandas
Numpy
MinMaxScaler
Google Colab
Deep Learning.
Training Neural Network.
Splitting Data into Training Set and Test Set.
Testing Accuracy.
Confusion Matrix.
Make a Prediction.
Model compilation.

Requirements
Basic Python and machine learning knowledge is required

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