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10:00 EWEC Proposal EWEC Proposal	EWEC Proposal IDCORE Dragon's Den style competition. Entry for team EWEC. idcore floating offshore wind group design project wind testing turbine platform farm tension infrastructure metres cost turbines force level characteristics pounds factor megawatt industry structure investment opportunity From Callum Trevor Turnbull on March 25th, 2021 0 likes 17 plays 0 Licence Type Creative Commons - Attribution Language English Date Created March 25th, 2021
39:49 UK-APASI in Mathematical Sciences: Jasmina… UK-APASI in Mathematical Sciences: Jasmina Panovska-Griffiths (Lecture 4)	UK-APASI in Mathematical Sciences: Jasmina Panovska-Griffiths (Lecture 4) Subtitles will be added soon. Tuesday 23 February 2021 UK-APASI in Mathematical Sciences Jasmina Panovska-Griffiths - Statistical analysis to identify risks groups of COVID-19 and to explore… symptoms risk testing modelling flow regression analysis study pcr rt infection model wave austria tests yesterday variables characteristics trend care From Liam Holligan on February 23rd, 2021 0 likes 11 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created February 23rd, 2021
34:20 UK-APASI in Mathematical Sciences: Jasmina… UK-APASI in Mathematical Sciences: Jasmina Panovska-Griffiths (Lecture 2)	UK-APASI in Mathematical Sciences: Jasmina Panovska-Griffiths (Lecture 2) Subtitles will be added soon. Monday 22 February 2021 UK-APASI in Mathematical Sciences Jasmina Panovska-Griffiths - Statistical analysis to identify risks groups of COVID-19 and to explore… model schools tracing testing paper models modelling transmission characteristics pandemic questions vaccine assumptions level interventions variant aspects disease rate wave From Liam Holligan on February 22nd, 2021 0 likes 14 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created February 22nd, 2021
24:06 dapr1 - hypothesis testing and CIs (d) dapr1 - hypothesis testing and CIs (d)	dapr1 - hypothesis testing and CIs (d) Part D uoepsy hypothesis probability test tests parameter minus alpha rejection times fact chance interval umbrella effect problem study error intervals testing issue replication result From Umberto Noe on January 31st, 2021 0 likes 177 plays 0 Licence Type All rights reserved The University of Edinburgh
06:56 FDS-S2-03-1-4 Issues in A/B testing FDS-S2-03-1-4 Issues in A/B testing	FDS-S2-03-1-4 Issues in A/B testing We discuss the issue of statistical versus practical significance, think a little about the ethics of A/B testing, and situate A/B testing in the wider class of statistical inference from 2 samples. inf2-fds testing lot distributions samples participants experiment ab difference button effect methods temperature tests groups semester variable investigations topic bit users From David Sterratt on January 28th, 2021 0 likes 151 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial Language English Date Created January 28th, 2021
05:26 FDS-S2-03-1-2 Increasing certainty in A/B testing FDS-S2-03-1-2 Increasing certainty in A/B testing	FDS-S2-03-1-2 Increasing certainty in A/B testing We look at how to obtain more precise and estimates in A/B testing - and how to avoid some pitfalls. inf2-fds afternoon confidence button monday interval proportion times bit sample wednesday simulations numbers morning test bootstrap clickthrough difference webpage testing result From David Sterratt on January 28th, 2021 0 likes 165 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial Language English Date Created January 28th, 2021
12:13 FDS-S2-03-1-1 principle of A/B testing FDS-S2-03-1-1 principle of A/B testing	FDS-S2-03-1-1 principle of A/B testing We explain the principle of A/B testing, and how to derive confidence intervals for the difference in population proportions using the bootstrap. inf2-fds b. testing button minus times distribution a. bootstrap hat estimate parameters proportion difference estimators confidence method result chance estimates star From David Sterratt on January 28th, 2021 0 likes 199 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial Language English Date Created January 28th, 2021
10:55 FDS-S2-02-4 Issues in hypothesis testing FDS-S2-02-4 Issues in hypothesis testing	FDS-S2-02-4 Issues in hypothesis testing We consider 3 issues in hypothesis testing: Type I and Type II errors; cherry-picking, p-value hacking etc., and a short discussion about the possibility that hypothesis-driven research can hinder… inf2-fds hypothesis error region rejection testing gorilla test errors dataset students experiments values hypotheses steps mass body 1a size probability topic From David Sterratt on January 18th, 2021 0 likes 156 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 18th, 2021
15:28 FDS-S2-02-1-1 Principle of hypothesis testing FDS-S2-02-1-1 Principle of hypothesis testing	FDS-S2-02-1-1 Principle of hypothesis testing We introduce the principle of hypothesis testing inf2-fds hypothesis test distribution rejection statistic region jury testing regions panel chocolate model bit concept probability point population method selection control From David Sterratt on January 18th, 2021 0 likes 257 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial Language English Date Created January 17th, 2021
19:53 IDS - Week 10 - 04 - AE - The Office, Part 2 IDS - Week 10 - 04 - AE - The Office, Part 2	IDS - Week 10 - 04 - AE - The Office, Part 2 Predicting IMDB ratings of The Office episodes. Part 2 of 2: Modeling, cross validation, and model selection. data science rstats model testing rmse recipe training episode imdb variables validation cross things models workflow error prediction role rating split range bit From Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 8 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
44:20 IDS - Week 10 - 02 - Cross validation IDS - Week 10 - 02 - Cross validation	IDS - Week 10 - 02 - Cross validation Cross validation for evaluating model performance and RMSE data science rstats model training validation testing rmse episode imdb function variable outcome season episodes prediction models things variables ratings rating cross recipe From Mine Cetinkaya-Rundel on November 23rd, 2020 0 likes 29 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
30:07 IDS - Week 09 - 04 - Feature engineering IDS - Week 09 - 04 - Feature engineering	IDS - Week 09 - 04 - Feature engineering Feature engineering with recipes and fitting models with workflows data science rstats variables spam model recipe training variable testing emails step steps models workflow thing things month week function probability engineering outcome From Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 17 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
28:22 IDS - Week 09 - 03 - Prediction and overfitting IDS - Week 09 - 03 - Prediction and overfitting	IDS - Week 09 - 03 - Prediction and overfitting Making predictions based on models and splitting data into training and testing sets to avoid overfitting data science rstats spam model probability curve training variable testing variables models observations emails things function dataset truth rate fact level probabilities word From Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 28 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
09:10 IDS - Week 09 - 01 - Keeping up with IDS IDS - Week 09 - 01 - Keeping up with IDS	IDS - Week 09 - 01 - Keeping up with IDS Keeping up with IDS - Week 09 data science rstats week model models projects bit points things feedback regression outcome answer variable residuals employment salary end teams friday workshop testing From Mine Cetinkaya-Rundel on November 16th, 2020 0 likes 13 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
10:28 T3_1_Other_tests T3_1_Other_tests	T3_1_Other_tests This video briefly discusses a few other approaches to to software testing. software testing software testing tools fuzz testing sanity checking From Evgenij Belikov on October 17th, 2020 0 likes 39 plays 0 Course Code INFD11016 Licence Type Creative Commons - Attribution Non Commercial Share A Like Language English
19:34 Medical Sciences 1: Introduction to General… Medical Sciences 1: Introduction to General Anaesthesia Part 1 Dr Phil Larkman	Medical Sciences 1: Introduction to General Anaesthesia Part 1 Dr Phil Larkman What is general anaesthesia? drugs effects drug anesthesia oxide chloroform anesthetic pain simpson gas individuals agents anesthetics introduction childbirth testing consciousness demonstration range loss From Philip Larkman on October 17th, 2020 1 likes 74 plays 0 Licence Type Creative Commons - Attribution

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