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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 48 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 46 plays 0 Licence Type All rights reserved The University of Edinburgh
06:34 Association Metrics Association Metrics	Association Metrics Association Metrics - Week 2 predictive analytics micromasters conditional concepts in physics number linear relationship weather entropy caption complete calculate correlation coefficient percent negative moderate correlation observations dependent variable scientific method high correlation explaining statistical terminology straightforward illustrate continuous effects variable difference syria point physical quantities cognition information theory maximum business terms pearson correlation figures calculating frequency From Calum Macphail on April 4th, 2019 0 likes 48 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
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 30 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
04:27 Go Abroad - Benefits of International… Go Abroad - Benefits of International Opportunities - Thomas Ozers	Go Abroad - Benefits of International Opportunities - Thomas Ozers There's a lot of benefit to taking the opportunity to Go Abroad during your studies.Thomas Ozers tells us all about why taking the chance is good for our ongoing development. challenging communication years challenges examples undertake skill employment institutes caption complete teaching style documents economics terminology things percent labor international experience participants go abroad undertook edinburgh degree effects student report partner institutions study abroad language undertaking university gained international experience universe sociology of culture prosecutions perspective From Colin McLean on March 28th, 2019 0 likes 65 plays 0 Publisher College of Arts, Humanities and Social Sciences Licence Type All rights reserved The University of Edinburgh Language English Date Created March 21st, 2019
01:43 Accomodation Services - How We Allocate - Sarah… Accomodation Services - How We Allocate - Sarah Higgins	Accomodation Services - How We Allocate - Sarah Higgins How Accommodation Services allocate accommodation 2019 process strategic deadline caption complete basis percent fingers application encourage allocate allocate proportionately payments august offer students friday effects upfront accommodation unconditional farm undergraduate accommodation university options continue figures deposit order block From Colin McLean on March 28th, 2019 0 likes 206 plays 0 Publisher College of Arts, Humanities and Social Sciences Licence Type All rights reserved The University of Edinburgh Language English Date Created March 21st, 2019
34:24 Episode 3 - Climate optimism or fatalism:… Episode 3 - Climate optimism or fatalism: Teaching climate change in today's university	Episode 3 - Climate optimism or fatalism: Teaching climate change in today's university In this third episode, MSc Environmental Sustainability student, Polly Wells, returns as our guest host to continue this conversation with three University of Edinburgh staff members: Velda McCune,… emotion social psychology motivation higher education problem solving speaker one communication solar panels community speaker 2 developing curricula speaker 1 skill sets emotions learning economics speaker two professional network effects wicked problem personal development social media philosophical schools and traditions education knowledge economics terminology cognitive neuroscience iad education terminology teaching matters sociological terminology policy teaching social movements speaker five professional engineers sustainability issues edinburgh mass media caption complete social information processing increasing empathy environmental sustainability speaker three social ethics sustainability encourage students tackling climate change student speaker four academic degrees educational stages project management previous episode climate optimism interpersonal relationships educational psychology 100 percent skills cognition positive psychology cold hard academic development collaboration social responsibility university level academic administration 1st year climate change pedagogy learning environment learning style From Sarah Thomas on March 15th, 2019 0 likes 12 plays 0 Publisher The Institute for Academic Development Licence Type Creative Commons - Attribution Language English Date Created February 27th, 2019
02:08 Master of Public Health online: Ludoviko… Master of Public Health online: Ludoviko Zirimenya - student testimonial	Master of Public Health online: Ludoviko Zirimenya - student testimonial Ludoviko from Uganda has found that studying online gave him an opportunity to be able to study at the same time while working as a medical doctor. Join our online community:… online masters master of public health 100 percent global health academy elearning macquarie progressing hospitals saturday caption complete online distance learning knowledge working percent grandmother production medicine percentage study online monday physician public health mph online learning basically doctors opportunity improve distance masters universe challenge cover courses workplace balance effects From Lauren Johnston-Smith on October 16th, 2018 0 likes 119 plays 0 Publisher Lauren Johnston-Smith Licence Type All rights reserved The University of Edinburgh Language English Date Created October 16th, 2018
06:37 5.6b - China & CCS 5.6b - China & CCS	5.6b - China & CCS 5.6b - China & CCS Final fired power distillation coastal and oceanic landforms oil refineries caption complete economic anthropology percent reduction capture concepts in physics property attitude provide estimation theory property law difficult offshore c.c.s.porter future development chemical processes incentives industry refinery companies china chemical elements fuels climate change policy effects emission automotive technologies carbon demography hydrogen storage ccs electricity natural resources chinese assumption technology openmediabank mooc cc-by From Marcello Crolla on March 6th, 2018 0 likes 10 plays 0 Licence Type Creative Commons - Attribution Date Created March 6th, 2018
01:06 Careers in Tech 2018 - Intro from Sharon Careers in Tech 2018 - Intro from Sharon	Careers in Tech 2018 - Intro from Sharon Careers in Tech 2018 - Intro from Sharon security details efforts organizing advance bloomberg skyscanner shannon philosophy dramatics recruit network careers service lawsuit father companies effects sector student university discipline history caption complete fourteen interest careers percent edinburgh From Ailsa Wright on February 2nd, 2018 0 likes 21 plays 0 Licence Type All rights reserved The University of Edinburgh
02:57 3.4 - Oxy-combustion capture 3.4 - Oxy-combustion capture	3.4 - Oxy-combustion capture Mitigating Climate Change - Carbon Capture Storage constructions nitrogen temperature chemical elements fuels percent level liquids gases climate change drive power chemical processes capture energy caption complete fire station place oxygen dioxide combustion technology produce electricity fluid dynamics effects suppression compression boiler process takes chamber carbon carbon capture and storage application thermodynamics heat transfer chemical engineering openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 14 plays 0 Licence Type Creative Commons - Attribution
04:54 3.3a - Post-combustion capture with solvents Part… 3.3a - Post-combustion capture with solvents Part 1	3.3a - Post-combustion capture with solvents Part 1 Mitigating Climate Change - Carbon Capture Storage solvent technology experiment atmosphere balance coolants carbon capture and storage fluid dynamics ability solvents exhaust chemical reactions and air conditioning effects combustion heating pressure oxygen separate carbon dioxide geography terminology dioxide concepts in physics thermodynamics specific mass climate change air pollution electricity chemical engineering beverages nonmetals industry engines dielectrics chemical capture molecules scientific method underwater diving physics generate gases chemical processes chemistry ventilating pollution principle increase global warming inorganic solvents nitrogen percent fuels caption complete reaction station heat transfer fire carbon openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 39 plays 0 Licence Type Creative Commons - Attribution
03:50 3.2 - The basic principles of combustion 3.2 - The basic principles of combustion	3.2 - The basic principles of combustion Mitigating Climate Change - Carbon Capture Storage fuels pollutants caption complete greenhouse gases monoxide burning excess toxicology particulates process gases energy hydrocarbons carbon capture and storage atmospheric complete technology nitrogen carbon water methane oxygen dioxide conversation hydrogen avoid fire percent combustion reaction molecule concepts in physics thermodynamics heat transfer effects oxides produce molecules reducing agents climate change chemical processes openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 24 plays 0 Licence Type Creative Commons - Attribution
06:36 2.9 - Electricity- A carbon-free energy vector 2.9 - Electricity- A carbon-free energy vector	2.9 - Electricity- A carbon-free energy vector Mitigating Climate Change - Carbon Capture Storage linear algebra industry amusement companies of japan energy conversion geography terminology light sources viability sun electric power distribution carbon capture and storage storage international carbon capacity emission effects effective nuclear latin alphabet generators chemical engineering production costs nuclear technology country political geography weather basic meteorological concepts and phenomena represent transport demand atmosphere meteorology natural resources transmission concepts in physics renewable power caption complete percent electricity climate change cost effective station continue energy system climate openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 7 plays 0 Licence Type Creative Commons - Attribution
06:12 2.7 - Hydrogen- A carbon free energy vector 2.7 - Hydrogen- A carbon free energy vector	2.7 - Hydrogen- A carbon free energy vector Mitigating Climate Change - Carbon Capture Storage industry atmosphere buildings human geography increases thermodynamics energy electrolysis reformer demography molecule natural resources fuels heat transfer energy vector microeconomics fossil fuels production economics terminology dioxide effects temperature hydrogen chemistry decarbonise monoxide electricity postmodernism marxism industrial processes c.c.s.alkanes oxocarbons carbon dominant chemical processes transport caption complete climate change emissions production and manufacturing hydrogen production concepts in physics percent management oxides sociocultural evolution chemical elements reaction fluid dynamics molecules consisting preventing carbon capture and storage openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 9 plays 0 Licence Type Creative Commons - Attribution
06:02 2.5 - The steel industry 2.5 - The steel industry	2.5 - The steel industry Mitigating Climate Change - Carbon Capture Storage chemical elements alternative purpose iron carbon capture and storage metallurgy alloys steel economic geology chemical engineering industry industrial furnaces home appliances minerals equivalent percent materials science infrastructures sector production continue reverse carbon dioxide existing dioxide building materials carbon caption complete process bioinformatics software kilograms iso basic latin letters nonmetals reaction volume effects fuels specific condensed matter physics mineralogy concepts in physics energy blast furnace temperature materials industrial processes degrees chemistry manufacturing fossil fuels thermodynamics heat transfer metals construction emission oxygen mining sedimentary rocks oxides natural philosophy increase climate change openmediabank mooc cc-by From Jonathan Jack on January 23rd, 2018 0 likes 10 plays 0 Licence Type Creative Commons - Attribution

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