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33:15 AML: Model Selection - Statistical Tests AML: Model Selection - Statistical Tests	AML: Model Selection - Statistical Tests Applied Machine Learning - INFR11211 AML: Model Selection - Statistical Tests Part 2/2 aml machine learning model evaluation distribution hypothesis samples population sample difference variance things splits errors error dataset tests model student values significance test means statistics From Siddharth N 0 likes 200 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
12:24 AML: Model Selection - Direct Comparison AML: Model Selection - Direct Comparison	AML: Model Selection - Direct Comparison Applied Machine Learning - INFR11211 AML: Model Selection - Direct Comparison Part 1/2 aml machine learning model evaluation model measures models variation regression things difference question choice values test predictions disparity recall effects point errors splits accuracy learning From Siddharth N 0 likes 161 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
20:16 AML: Generalisation - Measuring Generalisation AML: Generalisation - Measuring Generalisation	AML: Generalisation - Measuring Generalisation Applied Machine Learning - INFR11211 AML: Generalisation - Measuring Generalisation Part 2/3 model error test training variance distribution labels targets hyperparameters prediction expectation predictions validation target values generalisation bias things dataset partition From Siddharth N 0 likes 220 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
11:22 AML: Generalisation - What is it? AML: Generalisation - What is it?	AML: Generalisation - What is it? Applied Machine Learning - INFR11211 AML: Generalisation - What is it? Part 1/3 model capacity training regularities test error degree parameters generalisation polynomial flexibility point space examples lot reason linear hyperparameter hyperparameters dataset From Siddharth N 0 likes 175 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
05:00 Data Science for Tidal Energy - Dr. Sergio Lopez… Data Science for Tidal Energy - Dr. Sergio Lopez Dubon	Data Science for Tidal Energy - Dr. Sergio Lopez Dubon Data Science for Tidal Energy - Dr. Sergio Lopez Dubon cofund blade energy blades ocean loads lab test amount fraction phosphate algorithms machine approach developers sensors behaviour aim performance conditions facility From Juan Martos Diaz 4 likes 87 plays 0 Licence Type Creative Commons - Attribution Share A Like
02:46 Three Minute Thesis Competition Final 2022 -… Three Minute Thesis Competition Final 2022 - Collette Larkin	Three Minute Thesis Competition Final 2022 - Collette Larkin Individual Video - Three Minute Thesis Competition Final 2022 - Collette Larkin - Finalist 3mt #uoe #3minutethesis fibre capture co2 transport performance test result surface fibres vehicles gas solution strategies emissions role ombudsman net goal phd remainder From Louise McKay 0 likes 11 plays 0 Publisher Institute for Academic Development Licence Type All rights reserved The University of Edinburgh Date Created June 23rd, 2022
57:23 Online Assessments - Used by employers in… Online Assessments - Used by employers in graduate recruitment	Online Assessments - Used by employers in graduate recruitment In this session, we will look at online assessments, and cover online interviews, video interviews, online assessment centre activities i.e. group exercises, observed role play etc, as well as online… tests students digital skills festival 2022 things employers questions job employer recruitment skills test lot assessment reasoning role personality exercises lots assessments kinds kind idea From Andy Todd 0 likes 10 plays 0 Publisher Andy Todd Licence Type All rights reserved The University of Edinburgh Date Created June 9th, 2022
51:28 User Experience design – what it is and how… User Experience design – what it is and how it can help you	User Experience design – what it is and how it can help you Design is all around us, and we’ve all experienced interacting with something that doesn’t seem to have been designed with us in mind. If you’ve ever tried and failed to complete a… ux design digital skills festival 2022 content experience users end bit things questions ux outcomes slides test sort lots lot sense change effort words planning toolkit From Andy Todd 0 likes 3 plays 0 Publisher Andy Todd Licence Type All rights reserved The University of Edinburgh Date Created June 8th, 2022
41:20 Optimal Nonparametric Testing of Missing… Optimal Nonparametric Testing of Missing Completely At Random, and its Connections to Compatibility - Tom Berrett	Optimal Nonparametric Testing of Missing Completely At Random, and its Connections to Compatibility - Tom Berrett Structural Breaks and Shape Constraints Optimal Nonparametric Testing of Missing Completely At Random, and its Connections to Compatibility Tom Berrett (University of Warwick) 20 May 2022 icms distributions distribution problem hypothesis tests test cases patterns variables compatibility kind observation mcar incompatibility bit class power sense sample homework From Iain Cms 0 likes 26 plays 0 Licence Type All rights reserved Language English Date Created May 23rd, 2022
33:20 Testing for Shape Restrictions with U-Processes -… Testing for Shape Restrictions with U-Processes - Kengo Kato	Testing for Shape Restrictions with U-Processes - Kengo Kato Structural Breaks and Shape Constraints Testing for Shape Restrictions with U-Processes Kengo Kato (Cornell University) 19 May 2022 icms process function bootstrap size sampling sample concave neighbourhood production indices point computation component distribution supremum sum power test concavity complexity From Iain Cms 0 likes 80 plays 0 Licence Type All rights reserved Language English Date Created May 23rd, 2022
46:55 Fast Online Changepoint Detection via Functional… Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics - Paul Fearnhead	Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics - Paul Fearnhead Structural Breaks and Shape Constraints Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics Paul Fearnhead (Lancaster University) 17 May 2022 icms quadratics change sort algorithm point quadratic likelihood mu ray test maximum cost burst sum window t. bit points values statistic From Iain Cms 0 likes 77 plays 0 Licence Type All rights reserved Language English Date Created May 19th, 2022
29:44 Optimal High-Dimensional Change Point Testing in… Optimal High-Dimensional Change Point Testing in Regression Settings - Daren Wang	Optimal High-Dimensional Change Point Testing in Regression Settings - Daren Wang Structural Breaks and Shape Constraints Optimal High-Dimensional Change Point Testing in regression Settings Daren Wang (University of Notre Dame) 16 May 2022 icms hypothesis change beta times statistic sigma point points epsilon star alpha interval regression covariance testing statistics power variance form test From Iain Cms 0 likes 50 plays 0 Licence Type All rights reserved Language English Date Created May 17th, 2022
41:28 Accelerating Mesh Adaptation using Neural… Accelerating Mesh Adaptation using Neural Networks - Joseph Wallwork	Accelerating Mesh Adaptation using Neural Networks - Joseph Wallwork Adaptive Moving and Anisotropic Meshes for the Numerical Approximation of PDEs Accelerating Mesh Adaptation using Neural Networks Joseph Wallwork (Imperial College London) 12 May 2022 icms mesh solution error estimation adaptation pde hand side goal cases equation problem approach test networks function element input accuracy method From Iain Cms 0 likes 20 plays 0 Licence Type All rights reserved Language English Date Created May 16th, 2022
36:29 Optimal Transport Meshes on the Sphere, and… Optimal Transport Meshes on the Sphere, and Coupling Moving Meshes to Fluid Equations - Andrew McRae	Optimal Transport Meshes on the Sphere, and Coupling Moving Meshes to Fluid Equations - Andrew McRae Adaptive Moving and Anisotropic Meshes for the Numerical Approximation of PDEs Optimal Transport Meshes on the Sphere, and Coupling Moving Meshes to Fluid Equations Andrew McRae (University of… icms mesh equations sort sphere test resolution kind bit transport things equation 3d function advection step velocity thing domain continuity freedom From Iain Cms 0 likes 30 plays 0 Licence Type All rights reserved Language English Date Created May 11th, 2022
01:05:23 GI Emergencies GI Emergencies	GI Emergencies Professor John Plevris nutrition and digestion helicobacter ulcer stomach patients blood viruses test pancreas bleeding mortality disease things pancreatitis liver inflammation environment gi ulcers patient artery From Gavin Brown 0 likes 61 plays 0 Licence Type All rights reserved The University of Edinburgh
09:03 TestEd expert update - 26 March 2022 TestEd expert update - 26 March 2022	TestEd expert update - 26 March 2022 (Recorded 26 March 2022) Professor Linda Bauld, John Usher Chair of Public Health, shares her insights on the latest developments in Scotland relating to the Covid-19 pandemic. This week's video… test tested covid-19 covid testing pandemic scotland booster infection care infections flu study macron week vaccine groups age fact virus hospital cases influenza times From Jenny Durkin 0 likes 27 plays 0 Publisher J Durkin Licence Type All rights reserved The University of Edinburgh Language english Date Created March 26th, 2022 Retain Source File Yes

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