[FreeCourseSite.com] Udemy - Convolutional Neural Networks in Python CNN Computer Vision - TorrentBank

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0. Websites you may like/[CourseClub.ME].url 122 B
0. Websites you may like/[FCS Forum].url 133 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[GigaCourse.Com].url 49 B
1. Introduction/1. Introduction.mp4 22.60 MB
1. Introduction/1. Introduction.srt 3.57 KB
1. Introduction/2. Course Resources.html 335 B
10. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.mp4 155.92 MB
10. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.srt 21.86 KB
11. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.mp4 92.16 MB
11. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.srt 11.88 KB
12. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.mp4 151.56 MB
12. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.srt 18.79 KB
13. Hyperparameter Tuning/1. Hyperparameter Tuning.mp4 60.65 MB
13. Hyperparameter Tuning/1. Hyperparameter Tuning.srt 9.43 KB
14. CNN - Basics/1. CNN Introduction.mp4 51.17 MB
14. CNN - Basics/1. CNN Introduction.srt 7.81 KB
14. CNN - Basics/2. Stride.mp4 16.57 MB
14. CNN - Basics/2. Stride.srt 2.75 KB
14. CNN - Basics/3. Padding.mp4 31.63 MB
14. CNN - Basics/3. Padding.srt 4.60 KB
14. CNN - Basics/4. Filters and Feature maps.mp4 52.72 MB
14. CNN - Basics/4. Filters and Feature maps.srt 6.53 KB
14. CNN - Basics/5. Channels.mp4 67.66 MB
14. CNN - Basics/5. Channels.srt 5.87 KB
14. CNN - Basics/6. PoolingLayer.mp4 46.89 MB
14. CNN - Basics/6. PoolingLayer.srt 5.09 KB
14. CNN - Basics/7. Quiz.html 210 B
15. Creating CNN model in Python/1. CNN model in Python - Preprocessing.mp4 40.62 MB
15. Creating CNN model in Python/1. CNN model in Python - Preprocessing.srt 5.54 KB
15. Creating CNN model in Python/2. CNN model in Python - structure and Compile.mp4 43.26 MB
15. Creating CNN model in Python/2. CNN model in Python - structure and Compile.srt 6.68 KB
15. Creating CNN model in Python/3. CNN model in Python - Training and results.mp4 55.14 MB
15. Creating CNN model in Python/3. CNN model in Python - Training and results.srt 6.07 KB
16. Analyzing impact of Pooling layer/1. Comparison - Pooling vs Without Pooling in Python.mp4 57.99 MB
16. Analyzing impact of Pooling layer/1. Comparison - Pooling vs Without Pooling in Python.srt 5.32 KB
17. Project Creating CNN model from scratch/1. Project - Introduction.mp4 49.42 MB
17. Project Creating CNN model from scratch/1. Project - Introduction.srt 7.11 KB
17. Project Creating CNN model from scratch/2. Data for the project.html 232 B
17. Project Creating CNN model from scratch/2.1 Dataset.html 127 B
17. Project Creating CNN model from scratch/3. Project - Data Preprocessing in Python.mp4 71.90 MB
17. Project Creating CNN model from scratch/3. Project - Data Preprocessing in Python.srt 8.59 KB
17. Project Creating CNN model from scratch/4. Project - Training CNN model in Python.mp4 65.98 MB
17. Project Creating CNN model from scratch/4. Project - Training CNN model in Python.srt 8.73 KB
17. Project Creating CNN model from scratch/5. Project in Python - model results.mp4 21.03 MB
17. Project Creating CNN model from scratch/5. Project in Python - model results.srt 2.75 KB
18. Project Data Augmentation for avoiding overfitting/1. Project - Data Augmentation Preprocessing.mp4 41.39 MB
18. Project Data Augmentation for avoiding overfitting/1. Project - Data Augmentation Preprocessing.srt 6.68 KB
18. Project Data Augmentation for avoiding overfitting/2. Project - Data Augmentation Training and Results.mp4 53.09 MB
18. Project Data Augmentation for avoiding overfitting/2. Project - Data Augmentation Training and Results.srt 6.35 KB
19. Transfer Learning Basics/1. ILSVRC.mp4 20.94 MB
19. Transfer Learning Basics/1. ILSVRC.srt 4.35 KB
19. Transfer Learning Basics/2. LeNET.mp4 7.01 MB
19. Transfer Learning Basics/2. LeNET.srt 1.63 KB
19. Transfer Learning Basics/3. VGG16NET.mp4 10.36 MB
19. Transfer Learning Basics/3. VGG16NET.srt 1.86 KB
19. Transfer Learning Basics/4. GoogLeNet.mp4 21.36 MB
19. Transfer Learning Basics/4. GoogLeNet.srt 3.01 KB
19. Transfer Learning Basics/5. Transfer Learning.mp4 30.00 MB
19. Transfer Learning Basics/5. Transfer Learning.srt 5.32 KB
2. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4 16.27 MB
2. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.srt 2.58 KB
2. Setting up Python and Jupyter Notebook/10. Working with Seaborn Library of Python.mp4 40.35 MB
2. Setting up Python and Jupyter Notebook/10. Working with Seaborn Library of Python.srt 7.53 KB
2. Setting up Python and Jupyter Notebook/2. This is a milestone!.mp4 20.66 MB
2. Setting up Python and Jupyter Notebook/2. This is a milestone!.srt 3.78 KB
2. Setting up Python and Jupyter Notebook/3. Opening Jupyter Notebook.mp4 65.20 MB
2. Setting up Python and Jupyter Notebook/3. Opening Jupyter Notebook.srt 9.14 KB
2. Setting up Python and Jupyter Notebook/4. Introduction to Jupyter.mp4 40.92 MB
2. Setting up Python and Jupyter Notebook/4. Introduction to Jupyter.srt 12.31 KB
2. Setting up Python and Jupyter Notebook/5. Arithmetic operators in Python Python Basics.mp4 12.74 MB
2. Setting up Python and Jupyter Notebook/5. Arithmetic operators in Python Python Basics.srt 3.99 KB
2. Setting up Python and Jupyter Notebook/6. Strings in Python Python Basics.mp4 64.44 MB
2. Setting up Python and Jupyter Notebook/6. Strings in Python Python Basics.srt 16.43 KB
2. Setting up Python and Jupyter Notebook/7. Lists, Tuples and Directories Python Basics.mp4 60.33 MB
2. Setting up Python and Jupyter Notebook/7. Lists, Tuples and Directories Python Basics.srt 17.01 KB
2. Setting up Python and Jupyter Notebook/8. Working with Numpy Library of Python.mp4 43.88 MB
2. Setting up Python and Jupyter Notebook/8. Working with Numpy Library of Python.srt 10.47 KB
2. Setting up Python and Jupyter Notebook/9. Working with Pandas Library of Python.mp4 46.90 MB
2. Setting up Python and Jupyter Notebook/9. Working with Pandas Library of Python.srt 8.15 KB
20. Transfer Learning in Python/1. Project - Transfer Learning - VGG16.mp4 129.10 MB
20. Transfer Learning in Python/1. Project - Transfer Learning - VGG16.srt 18.87 KB
21. Bonus Section/1. The final milestone!.mp4 11.87 MB
21. Bonus Section/1. The final milestone!.srt 1.73 KB
21. Bonus Section/2. Congratulations & About your certificate.html 1.60 KB
3. Single Cells - Perceptron and Sigmoid Neuron/1. Perceptron.mp4 44.76 MB
3. Single Cells - Perceptron and Sigmoid Neuron/1. Perceptron.srt 9.69 KB
3. Single Cells - Perceptron and Sigmoid Neuron/2. Activation Functions.mp4 34.62 MB
3. Single Cells - Perceptron and Sigmoid Neuron/2. Activation Functions.srt 7.85 KB
3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.mp4 86.58 MB
3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.srt 14.53 KB
4. Neural Networks - Stacking cells to create network/1. Basic Terminologies.mp4 40.43 MB
4. Neural Networks - Stacking cells to create network/1. Basic Terminologies.srt 9.52 KB
4. Neural Networks - Stacking cells to create network/2. Gradient Descent.mp4 60.33 MB
4. Neural Networks - Stacking cells to create network/2. Gradient Descent.srt 11.93 KB
4. Neural Networks - Stacking cells to create network/3. Back Propagation.mp4 122.20 MB
4. Neural Networks - Stacking cells to create network/3. Back Propagation.srt 22.78 KB
4. Neural Networks - Stacking cells to create network/4. Quiz.html 210 B
5. Important concepts Common Interview questions/1. Some Important Concepts.mp4 62.19 MB
5. Important concepts Common Interview questions/1. Some Important Concepts.srt 13.10 KB
5. Important concepts Common Interview questions/2. Quiz.html 210 B
6. Standard Model Parameters/1. Hyperparameters.mp4 45.35 MB
6. Standard Model Parameters/1. Hyperparameters.srt 8.95 KB
6. Standard Model Parameters/2. Quiz.html 210 B
7. Tensorflow and Keras/1. Keras and Tensorflow.mp4 14.92 MB
7. Tensorflow and Keras/1. Keras and Tensorflow.srt 3.56 KB
7. Tensorflow and Keras/2. Installing Tensorflow and Keras.mp4 20.06 MB
7. Tensorflow and Keras/2. Installing Tensorflow and Keras.srt 3.79 KB
8. Python - Dataset for classification problem/1. Dataset for classification.mp4 56.18 MB
8. Python - Dataset for classification problem/1. Dataset for classification.srt 7.16 KB
8. Python - Dataset for classification problem/2. Normalization and Test-Train split.mp4 44.21 MB
8. Python - Dataset for classification problem/2. Normalization and Test-Train split.srt 5.73 KB
8. Python - Dataset for classification problem/3. More about test-train split.html 559 B
9. Python - Building and training the Model/1. Different ways to create ANN using Keras.mp4 10.81 MB
9. Python - Building and training the Model/1. Different ways to create ANN using Keras.srt 1.87 KB
9. Python - Building and training the Model/2. Building the Neural Network using Keras.mp4 79.09 MB
9. Python - Building and training the Model/2. Building the Neural Network using Keras.srt 11.96 KB
9. Python - Building and training the Model/3. Compiling and Training the Neural Network model.mp4 81.66 MB
9. Python - Building and training the Model/3. Compiling and Training the Neural Network model.srt 9.59 KB
9. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.mp4 69.97 MB
9. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.srt 9.02 KB
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