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04:55 Cross-validation Cross-validation	Cross-validation Cross-validation - Week 5 predictive presentation computer data predictive analytics micromasters color sampling colors trumpet caption complete category test set perform cross instrument approach observations social psychology evaluation accuracy data analysis string instruments contingents brass types training set algorithm cognition violence instrument type learn problem higher cross-fertilization effects From Calum Macphail on April 19th, 2019 0 likes 33 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
11:05 OSCE Examiners OSCE Examiners	OSCE Examiners OSCE examiners video control people philosophical terminology concepts in physics years speaker 2 speaker 3 clinic speaker 1 caption complete missing question system symptoms start medicine public headache investigations checking cigarette effects human head and neck hands trouble neurological disorders osce examiner training immerse tobacco brain populated places in the province of valencia differential night pressure restaurants minutes history From Alan Gilchrist on April 18th, 2019 0 likes 90 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created April 18th, 2019
05:29 Under- and Oversampling Under- and Oversampling	Under- and Oversampling Under- and Oversampling - Week 4 predictive analytics micromasters color characteristics existing sample distinguish e.n.n. caption complete overfitting statistics green class technique predictive model oversampling scientific method approach dataset synthetic data points representative represented difference class imbalance observation predictive algorithms data set points alleviate problem effects From Calum Macphail on April 15th, 2019 0 likes 33 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
04:48 Training, Validation and Test Sets Training, Validation and Test Sets	Training, Validation and Test Sets Training, Validation and Test Sets - Week 4 predictive analytics micromasters process scale modeling statistical data types measurement select caption complete thought statistics test set create percent performance parameter model building tests multiple data points evaluate statistical terminology typical ratio representative aggregate highest missing values training set evaluation validation set machine learning data set points characteristic model accuracy procedure effects From Calum Macphail on April 11th, 2019 0 likes 55 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
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 50 plays 0 Licence Type All rights reserved The University of Edinburgh
29:52 Archaeology - offer holder subject area lecture… Archaeology - offer holder subject area lecture by Dr Ulf-Dietrich Schoop, 27-03-2019	Archaeology - offer holder subject area lecture by Dr Ulf-Dietrich Schoop, 27-03-2019 The Archaeology subject area introduction lecture given by Dr Ulf-Dietrich Schoop, Head of Archaeology Subject Area, to offer holders on 27 March, 2019. We recommend that you view the video in… future work dr ulf-dietrich schoop intelligence school subject start studying organisations staff member archaeological remains wide range institutes education undergraduate pedagogy techniques field work documents knowledge economics terminology oral communication core courses information science 2019 teaching caption complete archaeology student internships offer holder subject area mediterranean early stage alternative education didactics effects student institution psychology internet architecture interpretations educational psychology human history presentations archaeology courses archaeological knowledge 1st year archaeologist sociology of culture time period From Sarah Morrison on April 9th, 2019 0 likes 66 plays Publisher School of History, Classics and Archaeology Licence Type All rights reserved The University of Edinburgh Language English Date Created March 27th, 2019
59:38 Prof Agustin Fuentes - Why do we believe_ Prof Agustin Fuentes - Why do we believe_	Prof Agustin Fuentes - Why do we believe_ Prof Agustin Fuentes - Why do we believe_ long lasting moods 30000 years general practices involving humans today human evolution 8000 years evolutionary biology incredibly powerful islam human behavior cognitive system mental representation common sense socioeconomics communication teaching civil society cave art moral systems human communities genus homo lithics big god religion homo groups large scale cognition study of religion gifford lectures hinduism truth sociology of culture neuro biological exact meaning establish powerful persuasive 400000 years social complexity initial glimmerings time frame philosophical terminology 100000 years cognitive scientists key data economic structures human experience evolutionary success social sciences religious tradition psychology cognitive psychology stone tool complex systems theory oral communication religion human capacity football game belief systems human cognitive anthropology ontology doctrines practices punishing god religion and science mental content criminal law early human neural biological human evolutionary material record archaeological artefact types mental impressions geomorphology cognitive modeling political science terms god religion statements life ways religious belief material item big god religious behaviour and experience tools landscape religious experience metaphysics of mind human imagination spirituality religious institutions large groups human groups christianity religious systems hand axe contemporary human 300000 years transcendent experience sociology index final lecture hominin fossils southern africa theories of mind great question 1000000 year ledger sign subjective experience human belief imagination human history clam shell meaning making cognitive science 65000 years big pile human landscape material symbols pedagogy time period christian theology transcended experiences cognitive communicative contemporary religions cave walls single community legit sign daily life 340000 years coastal geography religious capacity truth claims institutes caption complete supernatural agency detection anthropologist roy rappaport economics terminology sociological terminology social philosophy church service social psychology religious ritual material evidence evolutionary processes evolution explanations human record educational psychology political economic archaeology roy rappaport tells creating material directly connected effects From Lesley Middlemass on April 9th, 2019 0 likes 31 plays 0 Licence Type All rights reserved The University of Edinburgh
01:15:43 Andrew Carnegie Lecture Series Fergus Linehan Andrew Carnegie Lecture Series Fergus Linehan	Andrew Carnegie Lecture Series Fergus Linehan Andrew Carnegie Lecture Series Fergus Linehan star system artistic decision u.k. intellectual guiding force royal opera house casual word arts today festival director theatrical professions opera house community speaker 2 speaker 1 young people andrew carnegie wonderful lecture statements cultural policy international relations caption complete long time social media powerful people compassionate animal low art paris opera truth arts editor paris opera ballet real problem oral communication social classes entertainment roman empire short piece decision theory stars flip side public space public funding concert hall audience member intelligent creative french flag verifiable facts founding principles popular music mass media theatre soft power daniel kitson venezuelan government big issue international festival construction carnegie effects foreign policy power structures catholic church stage management artistic director cultural infrastructure incredibly strong festival program paris culture income stream power lie educational psychology big question ruling class space arts institutions theatrical management stagecraft academia irish times real estate western europe sociology of culture popular culture From Lesley Middlemass on April 9th, 2019 0 likes 16 plays 0 Licence Type All rights reserved The University of Edinburgh
01:02:50 Prof Agustin Fuentes - How do we believe_ Prof Agustin Fuentes - How do we believe_	Prof Agustin Fuentes - How do we believe_ Prof Agustin Fuentes - How do we believe constructed structures institutions traditions cultural processes anthropology journals speaker 2 brain speaker 1 detached mental representation human evolution evolutionary biology human lineage human behavior material reality ubiquitous semiotic ecosystem evolutionary process detached representation mental representation social philosophy external context systems scientific terminology central process highly social mammals social traditions memory processes human cultural humans culture move forward effects semiotics audience member 5 broad scale audience member 7 audience member 6 audience member 1 mutual interface audience member 3 audience member 2 human body current external gifford lectures material items material indications 400000 years 5th lecture philosophical terminology socially transmitted culture human experience social sciences define culture sociology genetics evolutionary history stone tool complex systems theory resoundingly material reality speaker 21 speaker 20 speaker 23 speaker 22 speaker 25 speaker 24 personal experience human capacity philosophy of biology human anatomy belief systems evolutionary psychology anthropology human language cultural construct ecclesiastical titles audience member 4 mental content ethology speaker 14 speaker 15 speaker 16 speaker 17 speaker 10 speaker 11 speaker 12 speaker 13 toxicology speaker 18 speaker 19 frontal lobes human activity cybernetics systems theory tools human ancestors metaphysics of mind lecture series inextricably bound michael thomas human brain sociological terminology culture works 1st lecture sociology index structuring structures direct comparison cultural experience semantics mental imagery 2000000 year fossil record behavior human organism history personal life imagination cognitive science cerebrum education terminology caption complete lion man humanities human culture human process audience member social psychology term culture multiple disciplines structures predisposed beings capable structure ontology deviance and social control literary theory academic administration archaeology From Lesley Middlemass on April 9th, 2019 0 likes 22 plays 0 Licence Type All rights reserved The University of Edinburgh
01:12:33 Three Minute Thesis Final 2018 Three Minute Thesis Final 2018	Three Minute Thesis Final 2018 Three Minute Thesis Final 2018 international relations u.k. competition concepts in physics special guest 3rd year injuries xml fluorescent tag death high pressure teaching g.d.p. personhood minute thesis competition minute basis soap box science effects communication skills security short notice google climate change academic degrees intelligent lay previous years employment social sciences mental health short interlude p.h.d. addressing violations office equipment motor neuron disease great thing social media greatest teacher physiology choice award undergraduate degree economics hard work worth mentioning human rights u.k. internet connection cognitive impairment development team personal development live streaming quantum mechanics streaming audience law of obligations stem cell 1st time competition sunny afternoon conservation spending 1st place pretty impressive google translate hash tag career development human resource management flash photography international human rights tissues law enforcement neurons 2nd year counseling education caption complete application layer protocols terrorism communications and marketing human stem cell training program thermal electric running order abuse minute thesis political science law google services business terms public engagement mass media clinical brain science neurological disorders From Lesley Middlemass on April 9th, 2019 0 likes 6 plays 0 Licence Type All rights reserved The University of Edinburgh
01:27:50 Prof Elaine Howard Ecklund - Science and Religion… Prof Elaine Howard Ecklund - Science and Religion in Global Public Life	Prof Elaine Howard Ecklund - Science and Religion in Global Public Life Prof Elaine Howard Ecklund - Science and Religion in Global Public Life public life successful scientist faith interface natural sciences social science rice university u.k. religious communities evan jellicoe basic truths real scientists fewer science survey methodology speaker two global science workforce higher order sam harris stephen jay public understanding religious people religious group graduate students harvard university alumni fox news scientific study secular scientists human geography human embryos scientists colleagues effects religious public evan jellicoe christians richard dawkins angelical christian social distribution jellicoe protestant convinced atheists religion relationship political philosophy demography sociology of culture knowledge paradigms human embryonic stem young earth sociological theories climate change philosophical terminology religiously unaffiliated social conditions public policy social sciences religious tradition survey respondents disengagement from religion boundary pioneer scientific work nobel peace prize laureates religious scientist religion social psychologist science community scientific community philosophy of religion approach religion religious behaviour and experience religious atheist scientists substantial minority independence perspective u.s. spiritual atheist national context fellow scientists ecclesiastical titles pioneers scientists u.k. physicist muslim scientists language religion and science positive psychology secularism social change human reproductive genetic religious terminology social scientific close friends boundary pioneers scientists natural science speaker one communication community social scientist atheist scientist reproductive genetic technologies population ecology studying societies spirituality discrimination religious beliefs narrow set social distance information science science resources sociological terminology religious person human life embryology completely separate environmental care religiously based sociology scientific training sociology of religion population science relationship data collection morally wrong core values italy taiwan jellicoe christian scientific issues social conflict hong kong gifford lecture christian theology medical science top university education terminology science classes sociology index design of experiments religion and society ideologies great pleasure social reality conflict paradigm trespassing zone social psychology caption complete communications and marketing conflict report belonging faith community tex editors conflict perspective pioneer scientists scientific workplace scientist told religion interface general population scientists friends social philosophy religious individual faith traditions sociology journals embryonic stem cell mainline protestants theology atheism association of american universities academic administration religious lives academic disciplines From Lesley Middlemass on April 9th, 2019 0 likes 30 plays 0 Licence Type All rights reserved The University of Edinburgh
01:35:33 Andrew Carnegie Lecture Series Brian Eno Andrew Carnegie Lecture Series Brian Eno	Andrew Carnegie Lecture Series Brian Eno Andrew Carnegie Lecture Series Brian Eno 10000 years aesthetics palme d'or winners communication control nature incredibly fast speaker 2 speaker 3 speaker 1 speaker 6 speaker 7 speaker 4 speaker 5 andrew carnegie san francisco year 2000 christian terms speaker 8 great talent long time arts education human communication carnegie amazing moment grand piano oral communication gospel church soap opera art school types of university or college computer science social modeling making things masses (music) human beings caption complete community center carnegie corporation distant future human geography start making people feel huge brains great big effects teaching 1st thing edinburgh college big names business law art history amazing thing good question carnegie lecture educational psychology screws society coherent 20000 year art education synchronization interrogative words and phrases christian prayer demography good screwdriver extended brain musical groups from london gospel choir From Lesley Middlemass on April 9th, 2019 0 likes 54 plays 0 Licence Type All rights reserved The University of Edinburgh
01:17:28 Andrew Carnegie Lecture Series Beatriz Colomina Andrew Carnegie Lecture Series Beatriz Colomina	Andrew Carnegie Lecture Series Beatriz Colomina Andrew Carnegie Lecture Series Beatriz Colomina emotion international relations existing system people experiment communication widget toolkits speaker 2 speaker 3 speaker 1 emotions speaker 4 sociolinguistics andrew carnegie magazine architectural history education middle states association of colleges and schools social sciences princeton university caption complete historical eras publications by format colonial colleges modern history american magazines education terminology philosophy of law international speakers great pleasure program project management institutes radical pedagogy collaboration columbia university cold war sociology index collaborative landscape architecture carnegie texas rangers international scholar community student grammar fictional orphans social philosophy semantics architectural design anthropology school elementary mathematics carnegie lecture educational psychology architectural theory normative thinking 20th century professor beatrice debating project thing political philosophy printing architecture academic administration pedagogy feeling philosophical concepts effects From Lesley Middlemass on April 9th, 2019 0 likes 7 plays 0 Licence Type All rights reserved The University of Edinburgh
01:35:55 Andrew Carnegie Lecture Series Tacita Dean Andrew Carnegie Lecture Series Tacita Dean	Andrew Carnegie Lecture Series Tacita Dean Andrew Carnegie Lecture Series Tacita Dean conversation people thoroughbred racehorses meetings community speaker 2 speaker 1 good luck education tools bbc radio 4 programmes religious leaders sociology index management human communication candidate needed interesting character good player caption complete pretty good political candidate carnegie payment systems anthropology leadership understand effects political president article sociology of religion likelihood business law good morning school sick sick manufacturing morning thing audience member good people hippie movement problem sociology of culture From Lesley Middlemass on April 9th, 2019 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh
01:12:10 Dr Niki Vermeulen, Dr Bill Jenkins and team -… Dr Niki Vermeulen, Dr Bill Jenkins and team - Curious Edinburgh	Dr Niki Vermeulen, Dr Bill Jenkins and team - Curious Edinburgh Dr Niki Vermeulen, Dr Bill Jenkins and team - Curious Edinburgh social science national museum discuss ideas science tour speaker 2 speaker 3 speaker 1 speaker 6 speaker 7 speaker 4 speaker 5 student culture speaker 8 long time alumni of king's college london high street jewish history systems theory purpose built archdeacons of colchester lieutenancy areas of scotland archive association delphic car factory british capitals effects word press general science royal society cognition phone app industrial heritage william peck hand side philosophical terminology capitals in europe members of the philosophical society of edinburgh school types open street map walking tour peter higgs jewish community hardware (mechanical) social sciences transport english electronic music groups local community districts of scotland adam smith car factory edinburgh city scottish business theorists musical quartets discontinued operating systems council areas of scotland 18th century ecclesiastical titles fellows of the royal society of edinburgh international connections positive psychology south side electric car town council u.k. hiking grade i listed buildings in london communication collaborative effort man called 1st kind ontology open source india company modern history creativity oyster club glasgow university medical education founder fellows of the royal society of edinburgh university precinct early 19th century latest ideas sun microsystems software science history science technology medical students orden de las artes y las letras de españa recipients science technology medicine human flourishing national library time period gas works scottish naval tourist activities botanic gardens companies of the united kingdom university library caption complete great pleasure scottish philosophers internet culture communications and marketing medical school final thoughts edinburgh science festival alumni of the university of glasgow military academy philosophy time deal alumni of the university of edinburgh dramatic topography theatre royal 2nd millennium academics of the university of edinburgh tour guides fellows of the royal society thought john henry academic administration nobel prize academic disciplines archaeology curious edinburgh From Lesley Middlemass on April 9th, 2019 1 likes 32 plays 0 Licence Type All rights reserved The University of Edinburgh
01:12:34 Dr Shashi Tharoor - Looking Back at the British… Dr Shashi Tharoor - Looking Back at the British Raj in India	Dr Shashi Tharoor - Looking Back at the British Raj in India Dr Shashi Tharoor - Looking Back at the British Raj in India political science terms high seas politics of india inglorious empire single bullet german advance powerful force protest tactics woven fabrics british empire mid 19th century g.d.p. people died finance east india industrial revolution prime minister british india great big effects english-language culture religious grounds global g.d.p. weekly magazines 18th century indian taxpayers basic financial concepts force indian railways religion and politics ship building early modern period so-called mutiny textile industry empires colonialism private profit religion printing india today large numbers british raj animal hair products indian history roman empire public finance british government high quality britain today great deal indian muslims india company public opinion indian ship british rule u.k. british culture spinning british officials colonial history civil disobedience 200 years discrimination richest country talk today cardiology taxation english-language journals humble question nonviolence languages of india single worst atrocity literary criticism serve british indian rulers free press non-departmental public bodies of the united kingdom government imperialism politics caption complete british colonialism british policy principles applied public risk war effort defunct companies of the united kingdom communications and marketing people killed literature indian national congress oxford union 2nd millennium united nations studied english literature english language d.v.d. literary theory british royal family hunger strike late 18th century limited number From Lesley Middlemass on April 9th, 2019 1 likes 54 plays 0 Licence Type All rights reserved The University of Edinburgh

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