| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/Exersice files/9781789950922_Code.zip |
791.8 MB |
| Applied Deep Learning with Keras (eLearning)/Visit Coursedrive.org.url |
124 B |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/ReadMe.txt |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/Visit Coursedrive.org.url |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Appropriate Representation of the Data.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Cleaning the Data.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Course Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Creating a Simple Model.mp4 |
247 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Data Pre-Processing.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Data Representation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Installation and Setup.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Keras.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lifecycle of Model Creation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Loading a Dataset from the UCI Machine Learning Repository.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Machine Learning Libraries and scikit-learn.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Training.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Tuning.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Must Read.txt |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Regularization.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Visit Coursedrive.org.url |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to ANNs.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to Keras.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Linear Transformations.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Matrix Transposition.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Building Your First Neural Network.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Gradient Descent for Learning the Parameters.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Model Evaluation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation for Deep Learning Models.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Evaluate Deep Neural Networks with Cross-Validation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Model Selection with Cross-validation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Write User-Defined Functions to Implement Deep Learning Models with Cross-Validation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Data Augmentation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Dropout Regularization.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Hyperparameter Tuning with scikit-learn.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/L1 and L2 Regularization.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Other Regularization Methods.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Regularization.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Accuracy.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Calculate the ROC and AUC Curves.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Computing Accuracy and Null Accuracy with Healthcare Data.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Confusion Matrix.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Imbalanced Datasets.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Amending Our Model by Reverting to the Sigmoid Activation Function.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Architecture of a CNN.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Changing the Optimizer from Adam to SGD.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Classifying a New Image.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Computer Vision.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Image Augmentation.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Overview.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Summary.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Classification of Images that are not Present in the ImageNet Database.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine Tuning a Pre-Trained Network.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine-Tune the VGG16 Model.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Image Classification with ResNet.mp4 |
134.3 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Lesson Overview.mp4 |
65.4 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Lesson Summary.mp4 |
50.3 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Pre-Trained Sets and Transfer Learning.mp4 |
259.3 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Lesson Overview.mp4 |
65.3 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Lesson Summary.mp4 |
15.8 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Long Short-Term Memory – LSTM.mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Predict the Trend of Apple's Stock Price Using an LSTM with 50 Units (Neurons).mp4 |
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| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Predicting the Trend of Apple's Stock Price Using an LSTM with 100 Units.mp4 |
163.2 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/ReadMe.txt |
538 B |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Sequential Memory and Sequential Modeling.mp4 |
350.7 MB |
| Applied Deep Learning with Keras (eLearning)/Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Visit Coursedrive.org.url |
124 B |
| Applied Deep Learning with Keras (eLearning)/Course Downloaded from coursedrive.org.txt |
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