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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
01:03:21 Black Heroes of Mathematics Conference: Panel… Black Heroes of Mathematics Conference: Panel Discussion 2	Black Heroes of Mathematics Conference: Panel Discussion 2 October 2020: Black Heroes of Mathematics Conference Panel Discussion from Day 2 involving: Dr Nira Chamberlain Natalya Silcott Dr Spencer Becker-Kahn Professor Nkechi Agwu Professor Edray Goins… icms bhom black history month blackheroesofmathetmatics mathematics question students mathematicians things math children blackwell professor conference mathematician lot institute level maths thing science natalia parents universities kind From Liam Holligan on October 28th, 2020 0 likes 24 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created October 27th, 2020
11:06 IDS - Week 05 - 01 - Keeping up with IDS IDS - Week 05 - 01 - Keeping up with IDS	IDS - Week 05 - 01 - Keeping up with IDS Keeping up with IDS - Week 5 data science rstats week axis plot month visualization question questions histogram color bit team things bar airlines departure videos workshop friday angle codes From Mine Cetinkaya-Rundel on October 19th, 2020 0 likes 27 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
17:00 IDS - Week 04 - 06 - AE: Hotels + data types IDS - Week 04 - 06 - AE: Hotels + data types	IDS - Week 04 - 06 - AE: Hotels + data types Application exercise walkthrough: Hotels + data types rstats data science character dollar function axis month label package months factor integer bit labels scales dataframe vector plot variable levels arrival visualization From Mine Cetinkaya-Rundel on October 14th, 2020 0 likes 12 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
19:27 IDS - Week 04 - 03 - Data classes IDS - Week 04 - 03 - Data classes	IDS - Week 04 - 03 - Data classes Data classes in R, with a focus on factors and dates data science rstats function arrival dataframe character variable plot axis string vector dates factors month factor values package handedness integer class cats frame From Mine Cetinkaya-Rundel on October 12th, 2020 0 likes 35 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
59:43 WEEK 3 Session 5 YouTube WEEK 3 Session 5 YouTube	WEEK 3 Session 5 YouTube Session 5 business communication and social media youtube videos users views platform google seconds tv channel contents media minute content idea statistics length brand strategy subscribers month From Marta Bernal Valencia on October 8th, 2020 0 likes 58 plays 0 Licence Type All rights reserved Language English Date Created October 5th, 2020
05:12 Getting Involved with the Professional Learning… Getting Involved with the Professional Learning Team at Moray House School of Education and Sport	Getting Involved with the Professional Learning Team at Moray House School of Education and Sport This short video introduces the work of the Professional Learning team at Moray House School of Education and Sport. Learn more via our Professional Learning webpages. professional learning professional development moray house moray house school of education and sport learning courses range touch team bit scotland expertise twitter month newsletter staff webinars schools authority events norton ways director presentation From Tanya Lubicz-Nawrocka on July 22nd, 2020 0 likes 44 plays 0 Publisher Moray House Professional Learning Licence Type All rights reserved The University of Edinburgh Language English Date Created July 22nd, 2020
11:25 Importing CSV Files Importing CSV Files	Importing CSV Files Importing CSV Files rstats healthyr rstudio command csv package control packages files folder import table script path bit argument tab console verse excel types month column From Holly Marissa Tibble on June 6th, 2020 0 likes 116 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Language English Date Created June 6th, 2020
14:41 Preparing Data Preparing Data	Preparing Data Preparing Data rstats healthyr rstudio column function plot values operations columns totals board control total argument replace equals filter object month sum color lot dataset From Holly Marissa Tibble on June 4th, 2020 0 likes 97 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Language English Date Created June 4th, 2020
14:37 Exploring Data Exploring Data	Exploring Data Exploring Data rstats healthyr rstudio column dataset function object names values measure variables control month filter brackets columns commas spelling numbers note console observations mistake From Holly Marissa Tibble on June 4th, 2020 0 likes 145 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Language English Date Created June 4th, 2020
34:35 Excelling in Excel: Data Organisation Excelling in Excel: Data Organisation	Excelling in Excel: Data Organisation A short series aimed at upskilling distance learning students on how to make the best use of excel. In this lecture I cover Broman & Woo's principles of organising data in spreadsheets. … data science excel open educational resources oer data management names things column cage cell csv month format cages sheet spaces bit test spreadsheet vocalizations kind reason thing machine From Jill MacKay on July 26th, 2019 0 likes 197 plays 0 Publisher R(D)SVS Licence Type Creative Commons - Attribution Language English Date Created July 25th, 2019
01:03:14 Born in a microbial cloud: gatekeepers of a… Born in a microbial cloud: gatekeepers of a healthy life. Prof Debby Bogaert	Born in a microbial cloud: gatekeepers of a healthy life. Prof Debby Bogaert Born in a microbial cloud: gatekeepers of a healthy life. Prof Debby Bogaert Part of the College's inaugural lecture series.Recorded 12 November 2018.Abstract: It was only 350 years ago that the… d.n.a. bacteriology speaker 2 speaker 3 speaker 1 micro biome death improve diagnostics human genome project physicians millennium development goals general population effects infectious diseases projects low income countries geography terminology healthy environment immunology developmental pattern cystic fibrosis demography vaginal delivery microbial cloud global health baby mice biological systems train physicians scientists barrier function bacteria medical terminology genetics good guy virus-related cutaneous conditions vaccines gram positive infectious disease potential pathogens respiratory tract pediatrics role model severe disease formula feeding coming year infant study respiratory infections ecclesiastical titles human genome projects cryptographic algorithms child mortality family respiratory system 1st month microbial community young children mental problems respiratory diseases prestigious award cardiology pneumonia day human microbiome 1st time district hospital lot lower nobel price inaugural lecture pneumonia school types breast feeding cmvm immune system huge problem health care education terminology broad spectrum role status caption complete economics terminology 1st year medical school michael ecosystem human genome orange group community composition green group healthy children college of medicine and veterinary medicine human head and neck nobel prize acute respiratory infections dominator profile academic administration intensive care medicine biotechnology From Peter Crooks on November 13th, 2018 0 likes 120 plays 0 Licence Type All rights reserved The University of Edinburgh
06:27 Six in six minutes - 3 students and 3 staff… Six in six minutes - 3 students and 3 staff discuss Wikipedia in the Classroom at the University of Edinburgh	Six in six minutes - 3 students and 3 staff discuss Wikipedia in the Classroom at the University of Edinburgh Contributors include:Karoline Nanfeldt - 4th year Psychology undergraduate student. Tomas Sanders - 4th year History undergraduate student. Aine Kavanagh - Senior Hons. Reproductive Biology student.… accessible relevant people pedia contribute black history month references thought learning social history university of edinburgh medical school education caption complete starting point aine kavanagh rabbit hole economics terminology critical thinking wikipedia tomas sanders contributing source wikipedia in the classroom teaching with wikipedia ruth jenkins michael seery biology diversity academic support librarian reliable source reproductive biology communicate karoline nanfeldt effects student information literacy article reproductive biomedicine trustworthiness change knowledge chemistry resource educational psychology wikipedia in education imbalances equality and diversity psychology mass media representation jenni garden history From Ewan McAndrew on June 12th, 2018 0 likes 123 plays 0 Publisher Ewan McAndrew - Wikimedian in Residence Licence Type Creative Commons - Attribution Language English Date Created June 12th, 2018
09:56 Wikipedia and History - Tomas Sanders, History… Wikipedia and History - Tomas Sanders, History undergraduate at the School of History, Classics and Archaeology	Wikipedia and History - Tomas Sanders, History undergraduate at the School of History, Classics and Archaeology Wikipedia and History - Tomas Sanders, History undergraduate at the School of History, Classics and Archaeology was interviewed in March 2018 about his motivation in running a Wikipedia editing event… history tomas sanders black history month wikipedia From Ewan McAndrew on April 16th, 2018 0 likes 30 plays 0 Publisher Ewan McAndrew Licence Type Creative Commons - Attribution Language English Date Created April 16th, 2018
12:28 Clinical Finals Station - Unwell Patient… Clinical Finals Station - Unwell Patient (Examiner)	Clinical Finals Station - Unwell Patient (Examiner) Example scenario for an Unwell Patient station - Examiner version condition month speaker 2 speaker 3 speaker 1 speaker 4 speaker 5 education caption complete sheet unwell patient concerned question start station examination treatment answer nurse medical terminology patient conversations mbchb finals change moment lives effects student minute prescription oxygen straight thing continue critical problem From Alan Gilchrist on October 27th, 2016 0 likes 419 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created October 27th, 2016
12:18 Clinical Finals Station - Unwell Patient (Student) Clinical Finals Station - Unwell Patient (Student)	Clinical Finals Station - Unwell Patient (Student) Example scenario for an Unwell Patient station - Student version relevant concerned month speaker 2 speaker 3 speaker 1 speaker 4 speaker 5 caption complete thing perform create start station nurse medical terminology assessment patient continue problems treatments mbchb finals moment effects standard change prescription scenario legal terms clear documentation investigation youth unwell patient prescribing registrar concerts From Alan Gilchrist on October 27th, 2016 0 likes 778 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created October 27th, 2016

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