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22:45 Lecture Chapter 7 - Health and Behavior - Quiz Lecture Chapter 7 - Health and Behavior - Quiz	Lecture Chapter 7 - Health and Behavior - Quiz behavior change lot things risk level models care factors behaviors interventions provider model quality kind problem outcomes understanding space chapter From Halley Reeves 0 likes 63 plays 0
01:19:40 Advanced Machine Learning 2022 - day 30 Future of… Advanced Machine Learning 2022 - day 30 Future of Deep Learning and Beyond	Advanced Machine Learning 2022 - day 30 Future of Deep Learning and Beyond GradCAM examples; future of Deep Learning and AI things model lot problem learning models cam kinds class examples bit grad images validation parameters glasses hand question saliency lots From Andrew Fagg 0 likes 1 plays 0
01:19:35 Advanced Machine Learning 2022 - day 27 Cycle GANs Advanced Machine Learning 2022 - day 27 Cycle GANs	Advanced Machine Learning 2022 - day 27 Cycle GANs HW 8 introduction; Cycle GANs image images model discriminator parameters generator training things kinds output idea pixels pixel models b. questions process domain objects input From Andrew Fagg 0 likes 1 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
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
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
01:17:08 Advanced Machine Learning 2022 - day 01 Advanced Machine Learning 2022 - day 01	Advanced Machine Learning 2022 - day 01 Course Introduction things model kinds learning models problem lot image neurons lots bit features question semester machine class sort parameters problems pixels From Andrew Fagg 0 likes 25 plays 0
01:15:21 Advanced Machine Learning - Day 30 Advanced Machine Learning - Day 30	Advanced Machine Learning - Day 30 GradCAM, HW 8, Cycle GANs vchr3051 image model things images cam grad discriminator pixels probability examples models cat question input lot classifier network layers paper label From Andrew Fagg 0 likes 25 plays 0
01:17:12 Advanced Machine Learning - Day 29 Advanced Machine Learning - Day 29	Advanced Machine Learning - Day 29 HW 7 & 8. Grad-CAM vchr3051 image images bit road things saliency model class cam grad pixels training filter output question models homework score probability water From Andrew Fagg 0 likes 46 plays 0
01:21:00 Advanced Machine Learning - Day 9 Advanced Machine Learning - Day 9	Advanced Machine Learning - Day 9 Cross-validation; HW 2 vchr3051 training validation model test rotation performance hyperparameters dataset parameters choice sample choices folds questions process models question rotations experiment layers From Andrew Fagg 0 likes 31 plays 0
01:17:29 Advanced Machine Learning - Day 8 Advanced Machine Learning - Day 8	Advanced Machine Learning - Day 8 Experiment design vchr3051 test performance model validation hyperparameters distribution degree hyperparameter choice training dataset choices question parameters samples models things tests bit variance From Andrew Fagg 0 likes 21 plays 0