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49:42 3rd Annual FinTech Lecture 2021 - Fintech and… 3rd Annual FinTech Lecture 2021 - Fintech and Fairness – Regulating Algorithmic Credit Scoring	3rd Annual FinTech Lecture 2021 - Fintech and Fairness – Regulating Algorithmic Credit Scoring The Edinburgh Centre for Commercial Law presents: The 3rd Edinburgh Fintech Law Lecture Fintech and Fairness – Regulating Algorithmic Credit Scoring Prof Katja Langenbucher, Chair of… commercial law fintech edinburgh law school credit discrimination protection law scoring couple consent agencies model agency gdpr kind variables person court race thing algorithm things extent From Iain Mcgee on May 20th, 2021 0 likes 7 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created March 5th, 2021
49:36 #DDIdiscussions \| Open Finance, Ethics and Social… #DDIdiscussions \| Open Finance, Ethics and Social Inclusion \| 29th April 2021	#DDIdiscussions \| Open Finance, Ethics and Social Inclusion \| 29th April 2021 This panel discussion explored the feasibility of open finance and innovation offering greater financial inclusion to those who currently face barriers – and the ethical issues of doing so.… ddi doingdataright openfinance ddidiscussions kind things banking finance thing end credit access bit bank point industry issues lot users question golf tina challenge space From Stephanie Peebles on April 30th, 2021 0 likes 21 plays 0 Publisher DDI Licence Type All rights reserved The University of Edinburgh Date Created April 29th, 2021
27:34 Credit Scoring and Climate Change - Raffaella… Credit Scoring and Climate Change - Raffaella Calabrese (Business School)	Credit Scoring and Climate Change - Raffaella Calabrese (Business School) Financial institutions use a scoring model to predict if a borrower will repay or not a loan. Banks usually ignore risks associated to climate change, such as extreme weather and sea level rise, in… climate change credit scoring risk From Raffaella Calabrese on March 11th, 2021 0 likes 41 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created March 11th, 2021
16:55 Computer Science MSc Computer Science MSc	Computer Science MSc Learn about the Computer Science MSc at the School of Informatics in this presentation delivered by Programme Director, Raul Garcia-Patron Sanchez, followed by a Q&A session. Recorded in… school of informatics courses master computer science topics programming aspect engineering credits credit question dissertation students machine topic computation option background performance databases From Nicola Hopper on March 1st, 2021 0 likes 40 plays 0 Publisher UoE School of Informatics Licence Type All rights reserved The University of Edinburgh Language English Date Created November 25th, 2020
18:41 Informatics MSc Informatics MSc	Informatics MSc Learn about the Informatics MSc at the School of Informatics in this presentation delivered by Programme Director, Raul Garcia-Patron Sanchez, followed by a Q&A session. Recorded in November… school of informatics computer science aspect courses systems topics master informatics credits biology topic computation neuroscience question things background brain bioinformatics programming credit From Nicola Hopper on February 28th, 2021 0 likes 21 plays 0 Publisher UoE School of Informatics Licence Type All rights reserved The University of Edinburgh Language English Date Created November 25th, 2020
11:17 FDS-S2-02-2-4 The logistic regression classifier FDS-S2-02-2-4 The logistic regression classifier	FDS-S2-02-2-4 The logistic regression classifier We show how to make a logistic regression classifier, and, in the context of ethics, consider how transparent logistic regression can be made to people whose lives it affects. We also compare… inf2-fds regression log boundary probability credit decision classifier neighbours odds neighbour income ratio variables algorithm score customers approval beta linear age From David Sterratt on January 20th, 2021 0 likes 163 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 20th, 2021
10:14 FDS-S2-02-2-3 Multiple logistic regression and… FDS-S2-02-2-3 Multiple logistic regression and confidence and intervals	FDS-S2-02-2-3 Multiple logistic regression and confidence and intervals We extend logistic regression to multiple independent variables, and show how we can use the boostrap to estimate confidence intervals for coefficients, and to test hypotheses. inf2-fds odds beta regression hypothesis bootstrap intervals age confidence ratio hat method log credit coefficients coefficient variables fact statistic 95th dataset From David Sterratt on January 20th, 2021 0 likes 178 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 20th, 2021
17:50 FDS-S2-02-2-1 Principle of logistic regression FDS-S2-02-2-1 Principle of logistic regression	FDS-S2-02-2-1 Principle of logistic regression We introduce the principle of logisitc regression, illustrating its application to a credit approval dataset. We also introduce the concepts of odds and odds ratios. inf2-fds regression odds probability beta approval success x. age variable function coefficients variables credit ratio minus curve classification naught linear times From David Sterratt on January 19th, 2021 0 likes 228 plays 0 Course Code INFR08030 Publisher David Sterratt Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 19th, 2021
02:21 Global and Public Health Landing Page Global and Public Health Landing Page	Global and Public Health Landing Page Landing page video for the CMVM Online masters cluster 2020. postgraduate online learning global health public health problem programme career countries master masters credit thinking difference advancement organisation gov ceo advice diseases perspective duhem doctors nurses educator From Rachel Ashcroft on December 18th, 2020 0 likes 254 plays 0 Publisher Rachel Ashcroft Licence Type Creative Commons - Attribution Language English Date Created December 18th, 2020
17:57 Software Licensing, Open Source and Sharing Your… Software Licensing, Open Source and Sharing Your Code	Software Licensing, Open Source and Sharing Your Code Lecture on Software Licensing, Open Source and Sharing Your Code from the EPCC MSc online course on Programming Skills in Semester 1, Academic Year 2020/21 programming skills software licensing open source epcc licence source licences things lecture thing researchers instance guides reproducibility money contributors property credit collaborators resources availability freedoms users problems From Neil Chue Hong on November 23rd, 2020 0 likes 23 plays 0 Course Code INFD11016 Licence Type Creative Commons - Attribution Language English
49:49 IDS - Week 08 - Code-along IDS - Week 08 - Code-along	IDS - Week 08 - Code-along Fitting and interpreting linear models data science rstats model interest models bankruptcy variable things week thing bit credit rate object function loans reason rates csv question bankruptcies variables From Mine Cetinkaya-Rundel on November 12th, 2020 0 likes 5 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
26:16 IDS - Week 01 - 03 - Course information IDS - Week 01 - 03 - Course information	IDS - Week 01 - 03 - Course information Information on course structure and policies data science rstats week class questions bit things semester chat zoom sessions presentation homework score opportunity thing workshops hours videos policies credit tip From Mine Cetinkaya-Rundel on September 22nd, 2020 0 likes 76 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
10:56 Geography First Year Course Choices Workshop Geography First Year Course Choices Workshop	Geography First Year Course Choices Workshop This is a recording to start of the Geography First Year. Please read the Welcome Handbook for more details and there is a Course Choice video to watch as well. Discuss your course choices with your… geography course choices courses path degree students credits science questions semester iceland thing programs credit question things bsc level week modules kind From Anthony Newton on September 15th, 2020 0 likes 4 plays 0 Licence Type Creative Commons - Attribution No Derivatives Date Created September 15th, 2020
11:33 Geography First Year Course Choices Geography First Year Course Choices	Geography First Year Course Choices This is short contains information to help you with choosing your outside courses for this year. Please watch and you can discuss your choices in more depth with your Personal Tutors. geography first year choosing courses courses degree credits path semester credit dops student honors students economics choice tutor subjects methods human prerequisites semesters camera From Anthony Newton on September 11th, 2020 0 likes 26 plays 0 Licence Type Creative Commons - Attribution No Derivatives Date Created September 11th, 2020
12:33 Topic 1: How to Study using the Course Materials… Topic 1: How to Study using the Course Materials (PETARS, Chapter 1)	Topic 1: How to Study using the Course Materials (PETARS, Chapter 1) This video welcomes students to the PETARs course, and shows the best way of using the teaching materials to study this course in hybrid teaching mode. The materials available range from handouts… pgee11164 signal probability processing lecture estimation topic handouts theory activities signals topics parts courses credit handout aspects understanding videos variables material From James Hopgood on September 3rd, 2020 0 likes 121 plays 0 Course Code PGEEE11164 Licence Type All rights reserved Date Created September 3rd, 2020
22:22 Canto 42 Canto 42	Canto 42 CANTO 42This event showcases the Fifth Decad of Cantos (42-51) that Ezra Pound composed in 1934-36. While continuing on his epic journey, Pound started this section with new focus and new ideas. As… ezra pound cantos of ezra pound poetry canto 42 1930's cantos bank highnesses interest money sienna canto tonight 16th phrase monte credit events losses citizen pound rate duke profit lb From John Glendinning on September 1st, 2020 0 likes 16 plays 0 Publisher School of LLC Licence Type All rights reserved Language English Date Created September 1st, 2020

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