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Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Appropriate Representation of the Data.mp4
277.7 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Cleaning the Data.mp4
288.2 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Course Overview.mp4
100.4 MB
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)/1 - Introduction to Machine Learning with Keras/Data Pre-Processing.mp4
50.3 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Data Representation.mp4
159.1 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Installation and Setup.mp4
307.3 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Keras.mp4
190.2 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Overview.mp4
124.8 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Summary.mp4
31.7 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lifecycle of Model Creation.mp4
21.2 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Loading a Dataset from the UCI Machine Learning Repository.mp4
392.3 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Machine Learning Libraries and scikit-learn.mp4
166.6 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Training.mp4
301.6 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Tuning.mp4
121.4 MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Must Read.txt
540 B
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Regularization.mp4
171.1 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to ANNs.mp4
319.7 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to Keras.mp4
218.6 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Overview.mp4
40.9 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Summary.mp4
23.4 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Linear Transformations.mp4
247.4 MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Matrix Transposition.mp4
183.6 MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Building Your First Neural Network.mp4
438 MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Gradient Descent for Learning the Parameters.mp4
203.9 MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Overview.mp4
96.1 MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Summary.mp4
23.2 MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Model Evaluation.mp4
359.3 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation for Deep Learning Models.mp4
296.2 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation.mp4
273.8 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Evaluate Deep Neural Networks with Cross-Validation.mp4
212.8 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Overview.mp4
68.2 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Summary.mp4
29.1 MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Model Selection with Cross-validation.mp4
268.3 MB
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
326.7 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Data Augmentation.mp4
123.4 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Dropout Regularization.mp4
315.1 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Hyperparameter Tuning with scikit-learn.mp4
205.6 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/L1 and L2 Regularization.mp4
188.4 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Overview.mp4
119.9 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Summary.mp4
25.9 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Other Regularization Methods.mp4
212.7 MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Regularization.mp4
240.2 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Accuracy.mp4
194.9 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Calculate the ROC and AUC Curves.mp4
315.7 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Computing Accuracy and Null Accuracy with Healthcare Data.mp4
361.6 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Confusion Matrix.mp4
297.7 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Imbalanced Datasets.mp4
88.9 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Overview.mp4
80 MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Summary.mp4
43.4 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Amending Our Model by Reverting to the Sigmoid Activation Function.mp4
116.8 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Architecture of a CNN.mp4
222.1 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Changing the Optimizer from Adam to SGD.mp4
129 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Classifying a New Image.mp4
62.3 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Computer Vision.mp4
119.4 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Image Augmentation.mp4
259.9 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Overview.mp4
93.4 MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Summary.mp4
56.1 MB
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
142 MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine Tuning a Pre-Trained Network.mp4
213.9 MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine-Tune the VGG16 Model.mp4
191.4 MB
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)/8 - Transfer Learning and Pre-trained Models/Lesson Overview.mp4
65.4 MB
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)/8 - Transfer Learning and Pre-trained Models/Pre-Trained Sets and Transfer Learning.mp4
259.3 MB
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)/9 - Sequential Modeling with Recurrent Neural Networks/Lesson Summary.mp4
15.8 MB
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Long Short-Term Memory – LSTM.mp4
120.6 MB
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
196.3 MB
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)/9 - Sequential Modeling with Recurrent Neural Networks/ReadMe.txt
538 B
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)/Exersice files/9781789950922_Code.zip
791.8 MB
Applied Deep Learning with Keras (eLearning)/ReadMe.txt
