Filename Size 00.Course-Overview/00.Course-Overview.mp4 3.7 MB 00.Course-Overview/00.Course-Overview.mp4.srt 2.1 KB 00.Course-Overview/clips-info.json 253 B 00.Course-Overview/module-info.json 284 B 01.Introducing-Keras/00.Introduction.mp4 2 MB 01.Introducing-Keras/00.Introduction.mp4.srt 1.3 KB 01.Introducing-Keras/01.What-Is-Keras.mp4 3.5 MB 01.Introducing-Keras/01.What-Is-Keras.mp4.srt 3.9 KB 01.Introducing-Keras/02.Neural-Networks.mp4 8.1 MB 01.Introducing-Keras/02.Neural-Networks.mp4.srt 5.2 KB 01.Introducing-Keras/03.Skills.mp4 4.3 MB 01.Introducing-Keras/03.Skills.mp4.srt 4.5 KB 01.Introducing-Keras/04.Course-Structure.mp4 2.7 MB 01.Introducing-Keras/04.Course-Structure.mp4.srt 2.7 KB 01.Introducing-Keras/clips-info.json 1.2 KB 01.Introducing-Keras/module-info.json 289 B 02.Creating-Your-First-Neural-Network-with-Keras/00.Introduction-to-Installation.mp4 4.7 MB 02.Creating-Your-First-Neural-Network-with-Keras/00.Introduction-to-Installation.mp4.srt 3.6 KB 02.Creating-Your-First-Neural-Network-with-Keras/01.Installing-TensorFlow.mp4 21 MB 02.Creating-Your-First-Neural-Network-with-Keras/01.Installing-TensorFlow.mp4.srt 6.3 KB 02.Creating-Your-First-Neural-Network-with-Keras/02.Installing-Keras.mp4 7.1 MB 02.Creating-Your-First-Neural-Network-with-Keras/02.Installing-Keras.mp4.srt 2.8 KB 02.Creating-Your-First-Neural-Network-with-Keras/03.Creating-Your-First-Keras-Neural-Network.mp4 20.4 MB 02.Creating-Your-First-Neural-Network-with-Keras/03.Creating-Your-First-Keras-Neural-Network.mp4.srt 9.3 KB 02.Creating-Your-First-Neural-Network-with-Keras/04.Changing-the-Backend.mp4 4.4 MB 02.Creating-Your-First-Neural-Network-with-Keras/04.Changing-the-Backend.mp4.srt 2.8 KB 02.Creating-Your-First-Neural-Network-with-Keras/clips-info.json 1.3 KB 02.Creating-Your-First-Neural-Network-with-Keras/module-info.json 347 B 03.Constructing-Models-in-Keras/00.Introduction-to-Models.mp4 2.1 MB 03.Constructing-Models-in-Keras/00.Introduction-to-Models.mp4.srt 2.1 KB 03.Constructing-Models-in-Keras/01.Coding-Complex-Data.mp4 9.6 MB 03.Constructing-Models-in-Keras/01.Coding-Complex-Data.mp4.srt 3 KB 03.Constructing-Models-in-Keras/02.Estimating-Layers-and-Neurons.mp4 9.1 MB 03.Constructing-Models-in-Keras/02.Estimating-Layers-and-Neurons.mp4.srt 3.7 KB 03.Constructing-Models-in-Keras/03.Model-Features.mp4 19.9 MB 03.Constructing-Models-in-Keras/03.Model-Features.mp4.srt 9.8 KB 03.Constructing-Models-in-Keras/04.Converting-to-the-Functional-API.mp4 15.8 MB 03.Constructing-Models-in-Keras/04.Converting-to-the-Functional-API.mp4.srt 5.9 KB 03.Constructing-Models-in-Keras/05.Summary.mp4 1.9 MB 03.Constructing-Models-in-Keras/05.Summary.mp4.srt 2.4 KB 03.Constructing-Models-in-Keras/clips-info.json 1.5 KB 03.Constructing-Models-in-Keras/module-info.json 313 B 04.Employing-Layers-in-Keras-Models/00.Introduction-to-Models.mp4 2.2 MB 04.Employing-Layers-in-Keras-Models/00.Introduction-to-Models.mp4.srt 2.1 KB 04.Employing-Layers-in-Keras-Models/01.Layer-Groups.mp4 1.4 MB 04.Employing-Layers-in-Keras-Models/01.Layer-Groups.mp4.srt 2 KB 04.Employing-Layers-in-Keras-Models/02.Common-Layers.mp4 3.9 MB 04.Employing-Layers-in-Keras-Models/02.Common-Layers.mp4.srt 2.4 KB 04.Employing-Layers-in-Keras-Models/03.Shaping-Layers.mp4 3.1 MB 04.Employing-Layers-in-Keras-Models/03.Shaping-Layers.mp4.srt 2.6 KB 04.Employing-Layers-in-Keras-Models/04.Merging-Layers.mp4 5.5 MB 04.Employing-Layers-in-Keras-Models/04.Merging-Layers.mp4.srt 5.1 KB 04.Employing-Layers-in-Keras-Models/05.Extension-Layers.mp4 7.5 MB 04.Employing-Layers-in-Keras-Models/05.Extension-Layers.mp4.srt 6.6 KB 04.Employing-Layers-in-Keras-Models/06.Summary.mp4 1.2 MB 04.Employing-Layers-in-Keras-Models/06.Summary.mp4.srt 1.2 KB 04.Employing-Layers-in-Keras-Models/clips-info.json 1.7 KB 04.Employing-Layers-in-Keras-Models/module-info.json 320 B 05.Building-Convolutional-NN-with-Keras/00.Introduction-to-CNNs.mp4 1.8 MB 05.Building-Convolutional-NN-with-Keras/00.Introduction-to-CNNs.mp4.srt 1.4 KB 05.Building-Convolutional-NN-with-Keras/01.Why-Do-CNNs-Exists.mp4 7.5 MB 05.Building-Convolutional-NN-with-Keras/01.Why-Do-CNNs-Exists.mp4.srt 4.8 KB 05.Building-Convolutional-NN-with-Keras/02.How-Do-CNNs-Work.mp4 2.9 MB 05.Building-Convolutional-NN-with-Keras/02.How-Do-CNNs-Work.mp4.srt 2.4 KB 05.Building-Convolutional-NN-with-Keras/03.Convolution-Layer.mp4 6.2 MB 05.Building-Convolutional-NN-with-Keras/03.Convolution-Layer.mp4.srt 6.3 KB 05.Building-Convolutional-NN-with-Keras/04.Convolution-Layer-Hyperparameters.mp4 5.2 MB 05.Building-Convolutional-NN-with-Keras/04.Convolution-Layer-Hyperparameters.mp4.srt 5.7 KB 05.Building-Convolutional-NN-with-Keras/05.Non-linear-Activation.mp4 2.2 MB 05.Building-Convolutional-NN-with-Keras/05.Non-linear-Activation.mp4.srt 2.2 KB 05.Building-Convolutional-NN-with-Keras/06.Pool-Layer.mp4 7.2 MB 05.Building-Convolutional-NN-with-Keras/06.Pool-Layer.mp4.srt 6.5 KB 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06.Implementing-Recurrent-Neural-Nets-with-Keras/00.Introduction-to-RNNs.mp4 2.3 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/00.Introduction-to-RNNs.mp4.srt 2.1 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/01.RNN-Implementation.mp4 5.4 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/01.RNN-Implementation.mp4.srt 5.1 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/02.Simple-RNN-Issues.mp4 2.6 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/02.Simple-RNN-Issues.mp4.srt 2.7 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/03.LSTM-and-GRU.mp4 2.7 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/03.LSTM-and-GRU.mp4.srt 3.8 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/04.Keras-RNN-Layers.mp4 1.5 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/04.Keras-RNN-Layers.mp4.srt 1.1 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/05.Coding-Sentiment-Analysis.mp4 15.1 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/05.Coding-Sentiment-Analysis.mp4.srt 8.5 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/06.Summary.mp4 1.8 MB 06.Implementing-Recurrent-Neural-Nets-with-Keras/06.Summary.mp4.srt 1.9 KB 06.Implementing-Recurrent-Neural-Nets-with-Keras/clips-info.json 1.7 KB