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30:14 CEES 5343_3-22-23 CEES 5343_3-22-23	CEES 5343_3-22-23 Mar 22, 2023 10:11 AM Central Time (US and Canada) ID: 953 4781 3518 circle point degrees soil method water stress homework cv lot consolidation pressure angle equation bottom times friction week theta points From Amy Cerato 0 likes 5 plays 0
01:22:12 Class: 15 September 2022 Class: 15 September 2022	Class: 15 September 2022 distribution function lambda minus units size content water naught mass times lot gamma homework question concentration particles moment sigma distributions From Greg McFarquhar 0 likes 15 plays 0
01:14:56 Advanced Machine Learning 2022 - day 23… Advanced Machine Learning 2022 - day 23 Autoencoders	Advanced Machine Learning 2022 - day 23 Autoencoders Autoencoders space point things image parameters network batch dataset kinds points representation thing problem lot homework lines layers linear idea questions From Andrew Fagg 0 likes 5 plays 0
01:12:53 Advanced Machine Learning 2022 - day 15 Model API Advanced Machine Learning 2022 - day 15 Model API	Advanced Machine Learning 2022 - day 15 Model API Keras Model API, nesting models; HW 4 introduction model input things image inception layer convolution images output tensor bit layers parameters module network homework models questions lot tensors From Andrew Fagg 0 likes 2 plays 0
22:41 Advanced Machine Learning 2022 - HW3 Code… Advanced Machine Learning 2022 - HW3 Code Discussion	Advanced Machine Learning 2022 - HW3 Code Discussion Zoom Recording ID: 97315189191 UUID: mnFo3jbAQBakR6XILsDh7Q== Meeting Time: 2022-02-28 07:35:29pm validation training images generator homework image function object dataframe bit size things pickle process epoch steps testing test parameters directory From Andrew Fagg 0 likes 4 plays 0
29:04 Advanced Machine Learning 2022 - Generators Advanced Machine Learning 2022 - Generators	Advanced Machine Learning 2022 - Generators Generators, ImageDataGenerators images generator validation training image batch dataset batches process object epoch loop things homework range testing step gradient desk memory From Andrew Fagg 0 likes 9 plays 0
17:11 Advanced Machine Learning 2022 - HW3 Intro Advanced Machine Learning 2022 - HW3 Intro	Advanced Machine Learning 2022 - HW3 Intro Homework 3 object validation dataset classes objects scissors mugs images mug class training files glasses homework accuracy testing rotation layers network test From Andrew Fagg 0 likes 1 plays 0
01:14:16 Advanced Machine Learning 2022 - day 11… Advanced Machine Learning 2022 - day 11 Convolutional Neural Networks	Advanced Machine Learning 2022 - day 11 Convolutional Neural Networks HW 1; Two-sample vs paired sample hypothesis tests. Convolutional Neural Networks image distribution test things kinds difference convolution bit performance training retina point homework points neurons deviation values feature neuron lot From Andrew Fagg 0 likes 12 plays 0
20:30 Advanced Machine Learning 2022 - HW2, part 2 Advanced Machine Learning 2022 - HW2, part 2	Advanced Machine Learning 2022 - HW2, part 2 HW2, part 2 training regularization experiments choice sizes dropout size layer parts models homework function pdf things hyperparameter hyperparameters couple fact vector lambda From Andrew Fagg 0 likes 5 plays 0
12:56 Advanced Machine Learning 2022 - HW2, part 1 Advanced Machine Learning 2022 - HW2, part 1	Advanced Machine Learning 2022 - HW2, part 1 HW2 introduction training size lambda performance choice regularization rotations grid homework hyperparameter validation question experiments cell sizes function respect choices stage layers From Andrew Fagg 0 likes 5 plays 0
01:17:47 Advanced Machine Learning 2022 - day 10… Advanced Machine Learning 2022 - day 10 Regularization and Dropout	Advanced Machine Learning 2022 - day 10 Regularization and Dropout L1 and L2 Regularization, Dropout, including regularization in Keras models training regularization homework dropout bit network function things model size validation questions l1 l2 performance input curve parameters layer neuron From Andrew Fagg 0 likes 5 plays 0
01:09:21 Advanced Machine Learning 2022 - day 09 Training… Advanced Machine Learning 2022 - day 09 Training Larger Models	Advanced Machine Learning 2022 - day 09 Training Larger Models HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning homework training function lot model things batch bit question layer supercomputer thing normalization loss practice parameters distribution problem output metrics From Andrew Fagg 0 likes 2 plays 0
34:57 Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Supplemental HW1 Code	Advanced Machine Learning 2022 - day 08 Supplemental HW1 Code Experiment control code for HW1; Cross-Validation with variations in training set size. training folds bit validation arguments rotation dataset things function parameter homework command shoulder thing dictionary error experiment model outputs exp From Andrew Fagg 0 likes 1 plays 0
22:26 Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation	Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation Cross-Validation for examining model sensitivity for training set size. HW 1 training model validation performance folds size homework test fold respect rotation models testing process question row metrics bit practice dataset From Andrew Fagg 0 likes 3 plays 0
01:14:37 Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Cross-Validation	Advanced Machine Learning 2022 - day 08 Cross-Validation Cross-Validation; large-scale experiment design; HW 1 model test training performance dataset validation things point bit models hypothesis homework variance approach question difference questions universe thing parameters From Andrew Fagg 0 likes 4 plays 0
03:59 Cooper Duncan MIS 3033 Homework 7 Cooper Duncan MIS 3033 Homework 7	Cooper Duncan MIS 3033 Homework 7 yay workworkwork class assignment html homework background boxes participations dog stuff box color sheet style label images desktop couple webpage means participation From Cooper Duncan 0 likes 6 plays 1