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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 50 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
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 27 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
48:39 Prof Agustin Fuentes - Does belief matter_ Prof Agustin Fuentes - Does belief matter_	Prof Agustin Fuentes - Does belief matter_ Prof Agustin Fuentes - Does belief matter_ sincerely believed violence traditions cultural context philosophical terminology green anarchism 21st century speaker 2 speaker 1 human nature human evolution central role individual experience belief system increasingly complex evolutionary biology market structure and pricing caption complete human behavior tooth fairy material reality ontology humanities evolutionary process complex systems theory human process oral communication social sciences materials social philosophy european mythology sociological terminology teaching economic structure human body daily material reality personal experience diverse belief systems gifford lecture notre dame structural violence human population sociology index political systems power access language human hand human system final lecture fairies religious belief and doctrine anthropology sociology construction effects social psychology economic systems sociology of religion previous lectures homo sapiens human capacity philosophy of religion human belief educational psychology large scale cognition cultural construct gifford lectures ethology professor fuentes religion and science material substance completely real personal life shared reality religious terminology scientific investigation faith based From Lesley Middlemass on April 9th, 2019 0 likes 14 plays 0 Licence Type All rights reserved The University of Edinburgh
01:00:39 Prof Agustin Fuentes - How did we change the… Prof Agustin Fuentes - How did we change the world_	Prof Agustin Fuentes - How did we change the world_ Prof Agustin Fuentes - How did we change the world_ livestock speaker 2 speaker 1 living spaces monumental architecture human evolution 8000 years thursday evening human populations gifted lectures web urban populations 14000 years human community systems theory systems emergent warfare scientific terminology 2000000 years military terminology gifted lecture geography terminology 27000 years role differentiation wolves started 3rd lecture ecosystems group lethal violence christina specific location large scale cognition human evolutionary history gifford lectures cave painting demography sociology of culture 25000 years philosophical terminology lethal violence biological systems human nature contemporary human human experience domestic story processes sociology social systems preservation storage coordinated large scale elizabeth templeton lecture good question market structure and pricing central component philosophy of religion slave trade human behavior clear evidence anthropology stone tools economic systems ecclesiastical titles human belief religion and science ethology audience member geomorphology large community agustin life ways community 7000 years gender differences belief system tools residential structures left marks lecture series human groups contemporary patterns structure sociological terminology sacred space sociology index atory relationships english-language journals 12000 years early wild rice gendered social environmental science population food ingredients smaller household human history domestic atory economic role time period coastal geography personal life 1000000 years accumulation storage education terminology 500000 year social structure caption complete human culture social philosophy resource management systems firearms social psychology 1st evidence 10000 years lectures web global ecosystem human geography brian ferguson 68000 years identity quarterly journals sociocultural evolution political economic academic administration political structures archaeology effects From Lesley Middlemass on April 9th, 2019 0 likes 10 plays 0 Licence Type All rights reserved The University of Edinburgh
01:06:25 Prof Agustin Fuentes - What makes us human_ Prof Agustin Fuentes - What makes us human_	Prof Agustin Fuentes - What makes us human_ Prof Agustin Fuentes - What makes us human d.n.a.feedback processes speaker 2 speaker 3 speaker 1 speaker 6 speaker 7 speaker 4 human evolution evolutionary biology human lineage biology of gender human behavior material reality causality systems theory sensory system systems semiotic ecosystem 2000000 years genus homo genetic difference incredible genetic effects semiotics libertarian theory broad scale evolutionary time cognition social behavior elementary geometry political philosophy demography animal anatomy blooded animals complex ways sexual dimorphism 25000 years 400000 years 5th lecture contemporary evolutionary philosophical terminology sex 100000 years material evidence human nature gifford lectures contemporary human theories social sciences 1200000 years evolutionary sense genetics brain size essential feature increasingly complex complex systems theory megafauna fingers oral communication biological social scientific terminology vast majority complex social lives evolutionary perspective warm blooded behavior new york university faculty clear evidence processing caledonian crows anthropology eating behaviors ontology notre dame individualism religion and science ethology simply program blue whales tool making cybernetics belief system tools evolutionary history sexually dimorphic sociological terminology 300000 years 1st lecture sociology index genes living things critical factors speaker 5 human issue semantics fossil record brain growth small female geometry reproduction belief emerge time period genetic traits 4000000 years personal life 1000000 years social learning large predators process changing human niche autonomy evolutionary explanation speaker 8 social philosophy social psychology making stone tools human nation abstraction biological anthropologist cognitive psychology sociology feedback loop evolutionary processes structure educational psychology chaos theory literary theory stone tool archaeology From Lesley Middlemass on April 9th, 2019 0 likes 53 plays 0 Licence Type All rights reserved The University of Edinburgh
58:36 The mathematics of burger flipping - Jean-Luc… The mathematics of burger flipping - Jean-Luc Thiffeault	The mathematics of burger flipping - Jean-Luc Thiffeault The mathematics of burger flipping Jean-Luc Thiffeault - University of Wisconsin-MadisonHiggs Centre for Theoretical Physics Colloquium state functions sequences and series formal sciences p.d.f.optimal solution recurrence relation good conductor philosophical terminology concepts in physics material properties time delta top temperature slab geometry perfect inductor operator mathematical terminology fixed point simple argument heat operator long time heat transfer ontology fluid dynamics temperature flipping operator interesting thing heat equation 1st leg creativity pretty obvious single flip thermodynamics food object burger flipping flip operator ventilating temperature difference caption complete infinitely fast heat conduction temperature scale middle point temperature distribution periodic orbit final point algebra food lab oil campaign of world war ii final phase mathematical analysis initial condition total cooking time effects graphics boundary condition t.k.2nd half heat flux physical quantities temperature profile mechanical engineering horizontal axis 2nd flip calorimetry integral equation cognition cooking time conduction profile heating food science higgs centre thought business terms cooking temperature top surface and air conditioning body condition upper bound current system idea function expansion room temperature From Brian Pendleton on March 25th, 2019 0 likes 31 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created March 21st, 2019
59:05 Professor Lindsay Paterson \| Scottish Education… Professor Lindsay Paterson \| Scottish Education Policy : why statistics matter	Professor Lindsay Paterson \| Scottish Education Policy : why statistics matter Professor Lindsay Paterson is from the School of Social and Political Science \| University Of Edinburgh - He presents research data on large scale historical and contemporary statistical surveys of… david rieff social science educational sociology education authorities speaker 2 speaker 1 oldest kind service cities junior secondary formal sciences policy change public account local unemployment selective schools social class socioeconomics cohort study young women primary school secondary school parental education social inequality court study effects year olds secondary school qualifications academic school scottish council economic status educational qualifications in scotland large scale auxiliary sciences of history primary education widening participation research methods survey covered educational experience school subject senior secondary school types manual working class national testing social sciences public sector sociology senior secondary school science studies comprehensive schooling scottish education department highest status oral communication high status scottish government learning and justice directorate mentioned earlier scottish education selective system non-denominational schools minimum age junior 2nd high quality measured intelligence catholic schools secondary education anthropology working class labor market leaving certificate educational stages o.e.c.d.social change working class people educational service higher grade secondary courses school leaver skepticism educational policy negotiation red bar valid comparison scottish educational psychological attitude school terminology statistics education system technological colleges intelligence regular survey school attainment sociology index school examinations higher education qualification facilitating subjects 1st time political controversy university students british social science teaching students learn educational psychology education in scotland 20th century developmental psychology survey tradition school system socialism middle class curricula educational progress 1st decade statistical analysis higher education deprived neighborhoods social characteristics young people economics long term education caption complete information revolutions public skepticism 947 survey social classes current official monitoring scientific method social issues status subjects selective secondary school minimum leaving rising levels social circumstances senior secondary courses psychological testing selective courses policy concerns quasi experimental higher grade schools data evaluation methods comprehensive schools working lives professional parents scottish educational service left school didactics class difference standardized assessments educational attainment labor economics blue bar technical description From Ileana Iacobescu on March 27th, 2018 0 likes 99 plays 0 Publisher Barrie Barreto TEEU Licence Type All rights reserved The University of Edinburgh Date Created March 27th, 2018
02:56 Statistics - Changing the Scale Statistics - Changing the Scale	Statistics - Changing the Scale This project was created by the School of Mathematics, University of Edinburgh. mooc openmediabank oer statistics: unlocking the world of data statistics graphs charts data measuring forecasting interpretation analysis meta-analysis research research methods scale changing scale statistical scale From Lucy Kendra on July 24th, 2017 0 likes 2 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Language English Date Created November 15th, 2016
06:43 Fundamentals of music theory - Building triads… Fundamentals of music theory - Building triads from the major scale	Fundamentals of music theory - Building triads from the major scale This project was created by the Reid School of Music, University of Edinburgh. mooc openmediabank oer music music theory fundamentals of music theory triad building triads major scale From Lucy Kendra on July 21st, 2017 0 likes 65 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Language English Date Created June 20th, 2014
01:15:01 Wikimedia Research Showcase - December 2016 Wikimedia Research Showcase - December 2016	Wikimedia Research Showcase - December 2016 The December 2016 Wikimedia Research Showcase: https://www.mediawiki.org/wiki/Wikimedia_Research/Showcase#December_2016 English Wikipedia Quality Dynamics and the Case of WikiProject Women… wikimedia research aaron halfaker wikiproject women scientists quality assessment rating scale andrea forte privacy anonymity tor From Ewan McAndrew on January 5th, 2017 0 likes 1 plays 0 Publisher Wikimedia Foundation Licence Type Creative Commons - Attribution Share A Like Language English Date Created December 21st, 2016
01:47 Removing the Scale Removing the Scale	Removing the Scale Removing the Scale arbitrarily hyper defined number potent height minimum hyperplane caption complete scale versus iaml direction multiple degree predicting perpendicular plane effects infinite remember observation constraint geometry freedom remove vector error support vector machines margin From Nigel Goddard on September 8th, 2016 1 likes 1,974 plays 0 Licence Type Creative Commons - Attribution

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