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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 7 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
30:45 IDS - Week 10 - 03 - AE - The Office, Part 1 IDS - Week 10 - 03 - AE - The Office, Part 1	IDS - Week 10 - 03 - AE - The Office, Part 1 Predicting IMDB ratings of The Office episodes. Part 1 of 2: Data preparation and feature engineering. data science rstats episode halloween lines episodes things valentine michael season dataframe variable christmas column times thing rows variables jim dataset bit text 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
34:24 Episode 3 - Climate optimism or fatalism:… Episode 3 - Climate optimism or fatalism: Teaching climate change in today's university	Episode 3 - Climate optimism or fatalism: Teaching climate change in today's university In this third episode, MSc Environmental Sustainability student, Polly Wells, returns as our guest host to continue this conversation with three University of Edinburgh staff members: Velda McCune,… emotion social psychology motivation higher education problem solving speaker one communication solar panels community speaker 2 developing curricula speaker 1 skill sets emotions learning economics speaker two professional network effects wicked problem personal development social media philosophical schools and traditions education knowledge economics terminology cognitive neuroscience iad education terminology teaching matters sociological terminology policy teaching social movements speaker five professional engineers sustainability issues edinburgh mass media caption complete social information processing increasing empathy environmental sustainability speaker three social ethics sustainability encourage students tackling climate change student speaker four academic degrees educational stages project management previous episode climate optimism interpersonal relationships educational psychology 100 percent skills cognition positive psychology cold hard academic development collaboration social responsibility university level academic administration 1st year climate change pedagogy learning environment learning style From Sarah Thomas on March 15th, 2019 0 likes 19 plays 0 Publisher The Institute for Academic Development Licence Type Creative Commons - Attribution Language English Date Created February 27th, 2019
31:19 Episode 1 - Climate optimism or fatalism:… Episode 1 - Climate optimism or fatalism: Teaching climate change in today's university	Episode 1 - Climate optimism or fatalism: Teaching climate change in today's university This podcast complements the University’s Teaching Matters blog, and invites students and staff to engage in topical conversations. The first three episodes accompany the Teaching Matters… emotion motivation positive psychology plastic recycling social science climate change issues climate change applied ethics conservative town interesting point academic administration big problem engineering young people learning teaching matters social sciences caption complete social media philosophical schools and traditions education knowledge sustainable development justice iad education terminology labor climate justice hydro power good point teaching 1st episode liberal arts huge amount edinburgh humanities student philosophical terminology mass media human behavior appropriate technology organizations environmental social science making decisions move forward sociology 7000000000 people effects environmental issues psychology climate optimism academic disciplines sustainability cognition economics social justice environmental anxiety emotions student society wrong direction behavior electrical engineering electrical engineer religious studies international projects climate change policy teaching methods From Sarah Thomas on March 15th, 2019 0 likes 25 plays 0 Publisher The Institute for Academic Development Licence Type Creative Commons - Attribution Language English Date Created February 20th, 2019

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