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Welcome Back Years 4 and 5: Civil Engineering… duration 59 minutes 47 seconds Welcome Back Years 4 and 5: Civil Engineering… Welcome Back Years 4 and 5: Civil Engineering Programmes	Welcome Back Years 4 and 5: Civil Engineering Programmes Welcome Back Years 4 and 5: Civil Engineering Programmes school of engineering thesis engineering student guys supervisor students prize industry questions bit events career engineers things end person membership representative fire point From Elena Ioannidou 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh Retain Source File Yes
Admin Pages duration 3 minutes 38 seconds Admin Pages Admin Pages	Admin Pages Training video for DENS database patient capacity consent representative form gp choices mark eligibility questionnaires study participant admin exit light point interview cheque surgeon surgeons From Angela Niven 0 likes 124 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Date Created November 17th, 2021
Under- and Oversampling duration 5 minutes 29 seconds 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 0 likes 117 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
Training, Validation and Test Sets duration 4 minutes 48 seconds 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 0 likes 151 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
Climate Crisis Event duration 2 hours 0 minutes Climate Crisis Event Climate Crisis Event	Climate Crisis Event Climate Crisis Panel Event carbon footprint social science $1.00 degrees climate science luther king applied ethics evolutionary biology long time human behavior systems theory positive vision global challenges effects u.n. evolution grammar good news qualified person political philosophy david attenborough sociology of culture holocene b.b.c. sustaining resistance carbon dioxide philosophical terminology 100000 years extinction rebellion greek mythological hero cult social sciences social movements forestry commission trees grow sociology university of edinburgh good question microeconomics climate crisis good start climate carbon neutrality interpersonal relationships local governments positive psychology sea level legally binding negotiation tree hugger u.k. communication earth system wonderful thing cybernetics amazon rain forest social media u.k. government sociological terminology sociology index climate scientist 1st time global south virtue basic meteorological concepts and phenomena environmental economics edinburgh council civil rights movement electric power distribution electrical engineering small groups 1.5 degree report original letter school climate strike 1000000 years social change specific 2nd demand education revolutions citizens assembly safer climate future 10000 years social issues 3rd speaker global warming u.n. representative blah blah human communication completely agree social responsibility acoustics domain name system business terms mass media climate change academic disciplines archaeology From Alison Newell 0 likes 55 plays 0 Course Code Not Applicable Publisher University of Edinburgh Chaplaincy Licence Type All rights reserved The University of Edinburgh Language English Date Created March 6th, 2019
Estimating the Generalization Error duration 2 minutes 45 seconds Estimating the Generalization Error Estimating the Generalization Error	Estimating the Generalization Error Estimating the Generalization Error testing error classification percent testing generalization month depends testing air close tomorrow caption complete human communication generalization error question approximate assumption order evaluation iaml relationship computing terminology representative entries pretend training compute classified machine learning future testing set $25.00 effects error classifier minus nose sense instances sort derivation issue answer From Nigel Goddard 0 likes 3,766 plays 1 Licence Type Creative Commons - Attribution