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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
23:56 IDS - Week 02 - 04 - Visualising numerical data IDS - Week 02 - 04 - Visualising numerical data	IDS - Week 02 - 04 - Visualising numerical data Various visualisations for numerical data and making then with ggplot2 00:00 Terminology 03:11 Data 07:28 Visualizing numerical data 09:33 Histogram 14:42 Density plot 17:32 Box plot 21:12… data science rstats statistics plot income loans loan debt variable variables ratio things distribution level interest amount bit axis histogram ownership lot sense box From Mine Cetinkaya-Rundel on September 28th, 2020 0 likes 48 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
06:27 IDS - Week 02 - 05 - Visualising categorical data IDS - Week 02 - 05 - Visualising categorical data	IDS - Week 02 - 05 - Visualising categorical data Visualising categorical data with ggplot2 00:00 Recap 00:38 Bar plot 04:04 Relationships between numerical and categorical variables data science rstats statistics plot grade axis plots bar bars density frequencies loan bit ownership levels gg geom package side mortgage things loans variables From Mine Cetinkaya-Rundel on September 28th, 2020 0 likes 44 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
12:22 Introduction to the Library for online students Introduction to the Library for online students	Introduction to the Library for online students Video content sections and links to key websites: 00:12 - Contents of presentation 00:27 - How access to online resources works 01:34 - Using the Virtual Private Netork 02:03 - Links to readings… library online learners article title journal access text holdings print resources things scan loan request libraries resource distance chapter loans edinburgh material From Marshall Dozier on September 10th, 2017 3 likes 2,801 plays 5 Licence Type Creative Commons - Attribution Date Created September 10th, 2017
03:43 Economic Democracy Block5 V1 Economic Democracy Block5 V1	Economic Democracy Block5 V1 Welcome to Economic Democracy: The Cooperative Alternative, our MOOC about worker-owned and worker-controlled firms. We often hear that political democracy is the best available form of… population financial markets financial people financial institutions represented cooperative economic democracy germany banks. securities mooc offering economics terminology banking union trillion cooperative banking insurance alpine countries policy insurers european caption complete business million types of organization effects services g20 nations societies market. loans. financial services assets cooperatives countries in europe market socialism policyholders member states of nato credit savings g8 nations deposit banks western europe accountancy institutions From Nuria Fraile-Diaz on November 9th, 2016 0 likes 18 plays 0 Licence Type All rights reserved The University of Edinburgh Language english

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