Applied Deep Learning with Keras (eLearning)

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文件大小:13GB
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最近下载:2020-11-28 15:41:40
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文件列表

Applied Deep Learning with Keras (eLearning)/Exersice files/9781789950922_Code.zip 792MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Building Your First Neural Network.mp4 438MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Loading a Dataset from the UCI Machine Learning Repository.mp4 392MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Computing Accuracy and Null Accuracy with Healthcare Data.mp4 362MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Model Evaluation.mp4 359MB
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Sequential Memory and Sequential Modeling.mp4 351MB
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 327MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to ANNs.mp4 320MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Calculate the ROC and AUC Curves.mp4 316MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Dropout Regularization.mp4 315MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Installation and Setup.mp4 307MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Training.mp4 302MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Confusion Matrix.mp4 298MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation for Deep Learning Models.mp4 296MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Cleaning the Data.mp4 288MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Appropriate Representation of the Data.mp4 278MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Cross-Validation.mp4 274MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Model Selection with Cross-validation.mp4 268MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Image Augmentation.mp4 260MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Pre-Trained Sets and Transfer Learning.mp4 259MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Linear Transformations.mp4 247MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Creating a Simple Model.mp4 247MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Regularization.mp4 240MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Architecture of a CNN.mp4 222MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Introduction to Keras.mp4 219MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine Tuning a Pre-Trained Network.mp4 214MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Evaluate Deep Neural Networks with Cross-Validation.mp4 213MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Other Regularization Methods.mp4 213MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Hyperparameter Tuning with scikit-learn.mp4 206MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Gradient Descent for Learning the Parameters.mp4 204MB
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 196MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Accuracy.mp4 195MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Fine-Tune the VGG16 Model.mp4 191MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Keras.mp4 190MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/L1 and L2 Regularization.mp4 188MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Matrix Transposition.mp4 184MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Regularization.mp4 171MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Machine Learning Libraries and scikit-learn.mp4 167MB
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 163MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Data Representation.mp4 159MB
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 142MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Image Classification with ResNet.mp4 134MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Changing the Optimizer from Adam to SGD.mp4 129MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Overview.mp4 125MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Data Augmentation.mp4 123MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Model Tuning.mp4 121MB
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Long Short-Term Memory – LSTM.mp4 121MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Overview.mp4 120MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Computer Vision.mp4 119MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Amending Our Model by Reverting to the Sigmoid Activation Function.mp4 117MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Course Overview.mp4 100MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Overview.mp4 96MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Overview.mp4 93MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Imbalanced Datasets.mp4 89MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Overview.mp4 80MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Overview.mp4 68MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Lesson Overview.mp4 65MB
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Lesson Overview.mp4 65MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Classifying a New Image.mp4 62MB
Applied Deep Learning with Keras (eLearning)/7 - Computer Vision with Convolutional Neural Networks/Lesson Summary.mp4 56MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Data Pre-Processing.mp4 50MB
Applied Deep Learning with Keras (eLearning)/8 - Transfer Learning and Pre-trained Models/Lesson Summary.mp4 50MB
Applied Deep Learning with Keras (eLearning)/6 - Model Evaluation/Lesson Summary.mp4 43MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Overview.mp4 41MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lesson Summary.mp4 32MB
Applied Deep Learning with Keras (eLearning)/4 - Evaluate Your Model with Cross-Validation using Keras Wrappers/Lesson Summary.mp4 29MB
Applied Deep Learning with Keras (eLearning)/5 - Improving Model Accuracy/Lesson Summary.mp4 26MB
Applied Deep Learning with Keras (eLearning)/2 - Machine Learning versus Deep Learning/Lesson Summary.mp4 23MB
Applied Deep Learning with Keras (eLearning)/3 - Deep Learning with Keras/Lesson Summary.mp4 23MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Lifecycle of Model Creation.mp4 21MB
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Lesson Summary.mp4 16MB
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Must Read.txt 540B
Applied Deep Learning with Keras (eLearning)/ReadMe.txt 538B
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/ReadMe.txt 538B
Course Downloaded from coursedrive.org.txt 538B
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Applied Deep Learning with Keras (eLearning)/Visit Coursedrive.org.url 124B
Applied Deep Learning with Keras (eLearning)/1 - Introduction to Machine Learning with Keras/Visit Coursedrive.org.url 124B
Applied Deep Learning with Keras (eLearning)/9 - Sequential Modeling with Recurrent Neural Networks/Visit Coursedrive.org.url 124B