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50:02 Ergodic theory without invariant measures -… Ergodic theory without invariant measures - Stefaan Vaes	Ergodic theory without invariant measures - Stefaan Vaes EMS talk Stefaan Vaes (KU Leuven) Ergodic theory without invariant measures 11 December 2020 To remove the captions from this video press CC on the bottom toolbar. mathematics measure transformations space transformation action probability orbit groups equivalence measures classification cycle algebra relation infinity invariant point theorem neumann theory From GILLIAN KERR on December 11th, 2020 0 likes 19 plays 0 Licence Type All rights reserved Language english Date Created December 11th, 2020
51:21 MLP Q&A 2 - Session 5 (Week 11) MLP Q&A 2 - Session 5 (Week 11)	MLP Q&A 2 - Session 5 (Week 11) Machine Learning Practical Q&A 2 - Session 5 (Week 11). machine learning deep learning question network problem class pixels thing background classes backgrounds things object validation image sets segmentation images classification units kind questions From Pavlos Andreadis on December 2nd, 2020 1 likes 5 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
55:00 November 25 Lucas Mason-Brown What is a unipotent… November 25 Lucas Mason-Brown What is a unipotent representation	November 25 Lucas Mason-Brown What is a unipotent representation An automated programme has been used to generate the subtitles on this talk. icms repnet representations orbit unit character representation ideals orbits ideal classification equivalence coverings cover groups quantisation algebra nilpotent cheque bash definition bar From ALASDAIR SPRATT on November 26th, 2020 0 likes 60 plays 0 Course Code ICMS Publisher ICMS Licence Type All rights reserved Language English Date Created November 26th, 2020
54:43 Desmond Higham 16 November Should We Be Perturbed… Desmond Higham 16 November Should We Be Perturbed About Deep Learning	Desmond Higham 16 November Should We Be Perturbed About Deep Learning ICMS OWNA An automated programme has been used to generate the subtitles on this talk. icms owna point error network precision attack softmax points epsilon algorithm change classification dimension errors function validation output images analysis perturbations things From ALASDAIR SPRATT on November 16th, 2020 0 likes 203 plays 0 Course Code ICMS Publisher ICMS Licence Type All rights reserved Language English Date Created November 16th, 2020
03:03 AHMED_Salahuddin AHMED_Salahuddin	AHMED_Salahuddin PLEASE NOTE: The video captions have been auto generatedStudent name: AHMED, Salahuddin Presentation title: Community use of digital auscultation to improve diagnosis of childhood pneumonia in… respire asm lung children pneumonia auscultation crackles classification stethoscope care inclusion algorithm childhood diagnosis members end providers accuracy sound machine provider sounds From Claire Jankowska on November 3rd, 2020 0 likes 34 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Date Created November 3rd, 2020
04:19 MLP Lecture 07 - Clip 09 - a Short History of CNNs MLP Lecture 07 - Clip 09 - a Short History of CNNs	MLP Lecture 07 - Clip 09 - a Short History of CNNs Machine Learning Practical (MLP) Lecture 07, Clip 09 / 09. machine learning deep learning times maps feature network size image nets class performance networks kernel features gradients lecture layers probability classes error classification model From Pavlos Andreadis on November 2nd, 2020 1 likes 157 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
55:52 Homogeneous Hamiltonian operators, projective… Homogeneous Hamiltonian operators, projective geometry and integrable systems - Raffaele Vittolo	Homogeneous Hamiltonian operators, projective geometry and integrable systems - Raffaele Vittolo VISS online seminar series Homogeneous Hamiltonian operators, projective geometry and integrable systems Raffaele Vittolo (University of Salento) 21 October 2020 An automated programme is used to… mathematics geometry operator operators systems equation form transformations linear equations transformation variables respect matrix coordinates classification space component structure conditions mechanism coefficient From GILLIAN KERR on October 21st, 2020 0 likes 40 plays 0 Licence Type All rights reserved Language english Date Created October 21st, 2020
11:04 MLP Lecture 04 - Clip 05 - L1&L2… MLP Lecture 04 - Clip 05 - L1&L2 Regularisation	MLP Lecture 04 - Clip 05 - L1&L2 Regularisation Machine Learning Practical (MLP) Lecture 04, Clip 05 / 05. machine learning deep learning weights weight function regularization error gradient term decay sum images space network thing difference pizza rate training entropy classification image From Pavlos Andreadis on October 11th, 2020 1 likes 244 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
01:40:06 Net cultures 2019 Net cultures 2019	Net cultures 2019 2019 class recording including student videos internet studies knowledge things kind sorts society idea lot ideas source thing bit computer economy classification ways week concept sort age tools From James Stewart on October 1st, 2020 0 likes 5 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created September 24th, 2019
45:03 Conversation about CVI with Dr Cathy Williams Conversation about CVI with Dr Cathy Williams	Conversation about CVI with Dr Cathy Williams Here Cathy and I talk about assessment, assessments within special schools, research, research instruments and the need for collaboration. This conversation about CVI is really for those researchers… cvi ravenscroft international classification of functioning icf From John Ravenscroft on July 24th, 2020 0 likes 27 plays 0 Licence Type Refer to YouTube licence Language English Date Created July 24th, 2020
10:48 Supervised Learning Supervised Learning	Supervised Learning Supervised Learning hds tree decision classification training learning networks regression trees layers values neighbors variables output prediction model algorithm examples neuron node york From Dimitrios Doudesis on June 17th, 2020 0 likes 88 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Share A Like
01:17:45 Promoting fairer access to Scottish universities:… Promoting fairer access to Scottish universities: how can this be achieved?	Promoting fairer access to Scottish universities: how can this be achieved? This is the second annual memorial lecture in honour of the late Professor David Raffe. Professor Vikki Bolover of Durhan University drew on her recent research in Scotland to consider how we can… speaker 2 false negatives support students degree program access threshold long time 1st year justice knowledge gaps disavantaged students institution specific academic skills social background individual level secondary school effects bottom quintile percent mark scottish funding council disadvantaged students speaker 1 association of commonwealth universities free school widening participation high grades disadvantaged backgrounds scottish academic degrees selective universities fair admission measurement subject knowledge gaps universities human communication disadvantaged young people area level measure mentioned earlier lecture egalitarianism tariffs universities universities in scotland english degree educational stages scottish context higher tariff universities deprived neighborhood audience member education in england degree classification lecture recording political science terms u.k. communication good degree scottish universities disadvantage person genuinely fair equality advantage group heroic disadvantage fair access entry requirement deprived background winding access coded red false positives david raffe admitting students 1st question s.f.c. people coming contextualised admissions higher education youth-led organizations percent target paradigm shift disadvantaged people cognitive science young people caption complete formal equality scotland free school meals scientific method procedural justice widening access edinburgh individual university academically selective entire population medium tariff universities deprived communities business terms shallow relationship fairer access From Ileana Iacobescu on April 10th, 2019 0 likes 54 plays 0 Licence Type All rights reserved The University of Edinburgh
07:22 ROC Curve ROC Curve	ROC Curve ROC Curve - Week 2 classification outcome dimensional space predictive analytics micromasters biostatistics point sensitivity prediction 100 percent false negatives confusion matrix predictive algorithm specificity threshold caption complete calculate positive percent negative false false true positives false positive rate cut offs negative observations effects high recall working dogs false positive observation zero roc curve From Calum Macphail on April 1st, 2019 0 likes 159 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
52:50 Prof Gillingwater Inaugural Lecture Oct 2018 Prof Gillingwater Inaugural Lecture Oct 2018	Prof Gillingwater Inaugural Lecture Oct 2018 Recording of inaugural lecture Monday 29 October 2018. Professor Tom Gillingwater "Diary of a 21st century anatomist: standing on the shoulders of giants" national museum 21st century brain fundamental question rooms comparative anatomy neuroanatomy efferent neurons spinal muscular atrophy teaching student ratio anatomy workshop true giants big purple dots undergraduate student effects semiotics motor neuron disease indigenous population black box full circle north africa separate fish 1st things muscular system muscular junction social sciences central nervous system canary islands long standing interest human body medical research demography motor system artistic license lower motor neuron silly hats high school anatomical museum anatomy teaching directed learning communication cybernetics spinal cord delivering anatomy systems theory neuromuscular junction motor neurone disease newer muscular human brain motor neuron molecular biology human sign neurophysiology contract law didactics graphics population subjects taught in medical school human nervous system big question inaugural lecture nerve cell marriage somatic motor system human neuromuscular gene therapy neurons teaching lab m.j. educational institutions education technology caption complete incredible individuals bioethics organs web colors computer programming nervous system good news skeletal muscle anatomy college of medicine and veterinary medicine muscular disorders scientific classification neuroscience educational psychology public engagement activities north african spot exams public anatomy workshop public engagement muscle fiber From Nicholas Kelly on November 1st, 2018 0 likes 266 plays 0 Publisher Nick Kelly Licence Type All rights reserved The University of Edinburgh Date Created November 2nd, 2018
04:15 Data Data	Data Students and staff talk about the concept of data in Learning and Teaching as part of the Near Future Teaching Project. The Near Future Teaching project is about working together to co-design the… applications connections political philosophy things information science oer learning teaching and web services sociologists concerned cc by caption complete infrastructure sociology index ltw responsibility critical technology discriminate scientific classification nationalize algorithm media learning technology accept new media thinking educational psychology generation education surveillance blog software communication society social psychology near future teacher digital education open educational resource data stuff possibility pedagogy enormous systems people near future teaching criticism digital education hub learning programmed companies university effects access internet types of university or college dictatorially-minded philosophy humans infrastructures play track entrepreneur place structure power reprogram balsa approaches From Michael Gallagher on April 18th, 2018 0 likes 425 plays Licence Type Creative Commons - Attribution Date Created April 18th, 2018
08:16 The Linear Model The Linear Model	The Linear Model The Linear Model and Examples data set computer data classification predict concepts in physics generalization linear relationship examples caption complete regression problem functions row vector factors regression analysis assumption elementary algebra input 2017 architectural elements iaml product statistical terminology linear model relationship c.p.u. continuous transpose effects performance matrices data point training egyptian artefact types column linear algebra straight linear regression thought vector components output model rowing linear regression vectors row phi models motors dataset problem parameters cpu From Nigel Goddard on October 1st, 2017 1 likes 2,976 plays 0 Licence Type Creative Commons - Attribution

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