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04:40 Physical versus Virtual Robots Physical versus Virtual Robots	Physical versus Virtual Robots Physical versus Virtual Robots hds robots care chat evidence chatbots settings men heart accuracy bot babylon advice algorithms risk versions reason app agents robot patients From Dimitrios Doudesis on July 6th, 2020 0 likes 3 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution
01:29 Introduction to Machine Learning Introduction to Machine Learning	Introduction to Machine Learning Introduction to Machine Learning hds machine questions learning models algorithms healthcare biomedicine types videos medicine precision catalyst condition biomarkers instance significance treatment patients hiv groups From Dimitrios Doudesis on June 8th, 2020 0 likes 64 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution
32:53 M&M Podcast Episode 5: Jeremy Knox: data,… M&M Podcast Episode 5: Jeremy Knox: data, justice and impacts on automation	M&M Podcast Episode 5: Jeremy Knox: data, justice and impacts on automation In the fifth episode of the M&M (Michael and Myles) podcast we are joined by Dr Jeremy Knox, the co-director of the Centre for Research in Digital Education (Data Society) and a Lecturer in… m&m data learning and teaching learning analytics big data teaching automation predictive algorithms From Myles Blaney on November 4th, 2019 1 likes 31 plays 0 Licence Type Creative Commons - Attribution Non Commercial
05:29 Under- and Oversampling Under- and Oversampling	Under- and Oversampling Under- and Oversampling - Week 4 predictive analytics micromasters color characteristics existing sample distinguish e.n.n. caption complete overfitting statistics green class technique predictive model oversampling scientific method approach dataset synthetic data points representative represented difference class imbalance observation predictive algorithms data set points alleviate problem effects From Calum Macphail on April 15th, 2019 0 likes 36 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
04:53 Sampling Sampling	Sampling Sampling - Week 4 homogeneous computer data predictive analytics micromasters presence trend random sampling sample top-level domains techniques dimensionality positive point emphasize ensure caption complete approach hiv furthest selecting hiv positive effects dataset distance training scientific method observation data set length algorithms limited number replacement From Calum Macphail on April 5th, 2019 0 likes 36 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
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 104 plays 0 Licence Type All rights reserved The University of Edinburgh
03:20 Power Efficient Computation of Complex Signal… Power Efficient Computation of Complex Signal Processing Algorithms - Dr. Paulo Garcia, Mehryar Emambakhsh and Prof. Andrew Wallace.	Power Efficient Computation of Complex Signal Processing Algorithms - Dr. Paulo Garcia, Mehryar Emambakhsh and Prof. Andrew Wallace. University Defence Research Collaboration Edinburgh Consortium Demo video presented by Dr. Paulo Garcia, Mehryar Emambakhsh and Prof. Andrew Wallace. Edited and Produced by Vivid Science… udrc school of engineering heriot-watt university complex signal processing algorithms From Joseph William Burchell on March 16th, 2018 0 likes 11 plays 0 Licence Type All rights reserved
03:15 A Probilistic View A Probilistic View	A Probilistic View A probabilistic formulation of the linear model square probability regression analysis gaussian probabilistically general predicts regression caption complete annoyance probabilistic systems theory 2017 mosquito function iaml noise linear model theory of probability distributions equivalent statistical terminology component effects output estimate likelihood probability theory structure remember solution linear regression algorithms residuals variance problem From Nigel Goddard on October 1st, 2017 0 likes 2,006 plays 0 Licence Type Creative Commons - Attribution
04:07 Artificial Intelligence Planning - AI planning… Artificial Intelligence Planning - AI planning for robots	Artificial Intelligence Planning - AI planning for robots This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms robotics robots bot From Lucy Kendra on July 28th, 2017 0 likes 28 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created October 24th, 2012
03:38 Artificial Intelligence Planning - Nonlinear Demos Artificial Intelligence Planning - Nonlinear Demos	Artificial Intelligence Planning - Nonlinear Demos This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms interactive planning nonlinear From Lucy Kendra on July 28th, 2017 0 likes 16 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created February 5th, 2014
00:51 Artificial Intelligence Planning - Conclusion Artificial Intelligence Planning - Conclusion	Artificial Intelligence Planning - Conclusion This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms task networks heuristic search robotics heuristics interactive planning From Lucy Kendra on July 28th, 2017 0 likes 11 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created August 24th, 2012
05:18 Artificial Intelligence Planning - Globe… Artificial Intelligence Planning - Globe Sensemaker	Artificial Intelligence Planning - Globe Sensemaker This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms task networks heuristic search robotics heuristics interactive planning spacecraft games unix system admin From Lucy Kendra on July 28th, 2017 0 likes 4 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created November 8th, 2012
07:10 Artificial Intelligence Planning - Scheduling Artificial Intelligence Planning - Scheduling	Artificial Intelligence Planning - Scheduling This project was created by the School of School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms interactive planning scheduling From Lucy Kendra on July 28th, 2017 0 likes 62 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created February 18th, 2013
07:30 Artificial Intelligence Planning - Before planning Artificial Intelligence Planning - Before planning	Artificial Intelligence Planning - Before planning This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms interactive planning From Lucy Kendra on July 28th, 2017 0 likes 7 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created February 11th, 2013
07:17 Artificial Intelligence Planning - Plan… Artificial Intelligence Planning - Plan generation 1	Artificial Intelligence Planning - Plan generation 1 This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms plan generation interactive planning From Lucy Kendra on July 28th, 2017 0 likes 12 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created February 16th, 2013
07:07 Artificial Intelligence Planning - Plan… Artificial Intelligence Planning - Plan generation 2	Artificial Intelligence Planning - Plan generation 2 This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer artificial intelligence planning ai ai planning artificial intelligence algorithms interactive planning plan generation From Lucy Kendra on July 28th, 2017 0 likes 3 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial Language English Date Created February 16th, 2013

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