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Advanced Machine Learning 2022 - HW3 Code DiscussionZoom Recording ID: 97315189191 UUID: mnFo3jbAQBakR6XILsDh7Q== Meeting Time: 2022-02-28 07:35:29pm
From Andrew Fagg
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Advanced Machine Learning 2022 - day 12 Convolutional Neural NetworksConvolutional neural networks: first code, 2D convolution; Dropout; First image classification architecture
From Andrew Fagg
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Advanced Machine Learning 2022 - day 11 Convolutional Neural NetworksHW 1; Two-sample vs paired sample hypothesis tests. Convolutional Neural Networks
From Andrew Fagg
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Advanced Machine Learning 2022 - day 10 Regularization and DropoutL1 and L2 Regularization, Dropout, including regularization in Keras models
From Andrew Fagg
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Advanced Machine Learning 2022 - day 09 Training Larger ModelsHW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning
From Andrew Fagg
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Advanced Machine Learning 2022 - day 08 Supplemental HW1 CodeExperiment control code for HW1; Cross-Validation with variations in training set size.
From Andrew Fagg
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Advanced Machine Learning 2022 - day 08 Supplemental Cross-ValidationCross-Validation for examining model sensitivity for training set size. HW 1
From Andrew Fagg
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