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07:58 Launching the European Maturity Model for Blended… Launching the European Maturity Model for Blended Education (EMBED) 5 - MOOC Maturity Model for Blended Education, Yi-Shan Tsai, University of Edinburg	Launching the European Maturity Model for Blended Education (EMBED) 5 - MOOC Maturity Model for Blended Education, Yi-Shan Tsai, University of Edinburg In this session, we introduce a MOOC developed based on the outputs of the EMBED project and how it can be used for continuous professional development in the context of blended education. We will… embed blended learning maturity model From Herve Lacroix on September 24th, 2019 0 likes 3 plays 0 Licence Type All rights reserved The University of Edinburgh
16:33 Launching the European Maturity Model for Blended… Launching the European Maturity Model for Blended Education (EMBED) 4 - The Holyrood Digital Services Team, Herve Lacroix, University of Edinburgh	Launching the European Maturity Model for Blended Education (EMBED) 4 - The Holyrood Digital Services Team, Herve Lacroix, University of Edinburgh In this session we will present the learning technology and support that is available to support staff developing and enhancing blended or fully online course delivery. The presentation will also… blended learning embed maturity model caption complete From Herve Lacroix on September 24th, 2019 0 likes 9 plays 0 Licence Type All rights reserved The University of Edinburgh
47:07 Launching the European Maturity Model for Blended… Launching the European Maturity Model for Blended Education (EMBED) 3 - Developing the Maturity Model for Blended Education, Willem van Valkenburg; TU Delft	Launching the European Maturity Model for Blended Education (EMBED) 3 - Developing the Maturity Model for Blended Education, Willem van Valkenburg; TU Delft In this presentation, we will explain the process of the development of the maturity model via research of existing maturity models, experience from case studies and a Delphi study to validate the… embed maturity model blended learning From Herve Lacroix on September 24th, 2019 0 likes 3 plays 0 Licence Type All rights reserved The University of Edinburgh
21:23 Launching the European Maturity Model for Blended… Launching the European Maturity Model for Blended Education (EMBED) 2- Blended or post-digital? The near future of digital education, Sian Bayne, University of Edinburgh	Launching the European Maturity Model for Blended Education (EMBED) 2- Blended or post-digital? The near future of digital education, Sian Bayne, University of Edinburgh This short talk will discuss aspects of the recent strategic project at the University of Edinburgh to develop a vision for Near Future Teaching (https://www.nearfutureteaching.ed.ac.uk/). This… blended learning maturity model embed From Herve Lacroix on September 23rd, 2019 0 likes 3 plays 0 Licence Type All rights reserved The University of Edinburgh
36:35 Launching the European Maturity Model for Blended… Launching the European Maturity Model for Blended Education (EMBED) 1 - Framing Blended learning, teaching, and education, Stephan Poelmans, KU Leuven	Launching the European Maturity Model for Blended Education (EMBED) 1 - Framing Blended learning, teaching, and education, Stephan Poelmans, KU Leuven Despite the fact that blended learning, teaching and education have been labelled as ‘the new normal’ and are being conceived by some as a ‘foregone conclusion’, they are… blended learning embed maturity model From Herve Lacroix on September 23rd, 2019 0 likes 4 plays 0 Licence Type All rights reserved The University of Edinburgh
03:57 MLR: Model Selection MLR: Model Selection	MLR: Model Selection Multiple Linear Regression: Model Selection - Week 2 multiple linear regression- model selection caption complete From Calum Macphail on July 24th, 2019 0 likes 27 plays 0 Course Code PA1.3x Statistical Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
02:17 Predictive Analytics using Python - An… Predictive Analytics using Python - An Introduction to the MicroMasters®	Predictive Analytics using Python - An Introduction to the MicroMasters® This MicroMasters® programme is designed for data analysts and data scientists and will teach you how to prepare data, using Python, for predictive modeling, data mining and advanced analytics… predictive analytics micromasters captions complete predictive model predictive analytics big data python coding data From Elizabeth Garner-Foy on July 16th, 2019 1 likes 179 plays 0 Licence Type Creative Commons - Attribution Share A Like Language English
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 32 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
04:48 Training, Validation and Test Sets Training, Validation and Test Sets	Training, Validation and Test Sets Training, Validation and Test Sets - Week 4 predictive analytics micromasters process scale modeling statistical data types measurement select caption complete thought statistics test set create percent performance parameter model building tests multiple data points evaluate statistical terminology typical ratio representative aggregate highest missing values training set evaluation validation set machine learning data set points characteristic model accuracy procedure effects From Calum Macphail on April 11th, 2019 0 likes 52 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
03:56 Evaluation Metrics Evaluation Metrics	Evaluation Metrics Evaluation Metrics - Week 1 predictive analytics micromasters illustrates point estimation performance metric numbers measurement absolute error caption complete statistics average percentage inappropriate positive percentage error scientific method higher picture comparable data analysis overexaggeration observed values outlier statistical terminology reflect generated effects spikes observation data set sensitive accentuation squared error predicted error model statistical deviation and dispersion From Calum Macphail on March 19th, 2019 0 likes 40 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 88 plays 0 Licence Type All rights reserved The University of Edinburgh
16:39 Feature Transforms and Radial Basis Functions Feature Transforms and Radial Basis Functions	Feature Transforms and Radial Basis Functions Feature Transforms and Radial Basis Functions numerical analysis point regression analysis contribute original dates transform linear relationship linear regression radial basis functions caption complete graphics file formats relationship pseudo inverse situations feature companies listed on the hong kong stock exchange c.p.u.input 2017 architectural design radio basis functions systems engineering iaml linear model data points transforming concepts in physics computing terminology statistical terminology estimation theory elementary shapes optical spectrum effects performance functional analysis regular basis functions manufacturer dimensional problem linear algebra value transformation broadcasting values basis function dimension From Nigel Goddard on October 1st, 2017 2 likes 2,061 plays 0 Licence Type Creative Commons - Attribution
03:50 Diagnostics and Multiple Regression Diagnostics and Multiple Regression	Diagnostics and Multiple Regression Diagnosing problems and dealing with multiple output values predictive point regression analysis general regression caption complete capture good thing thing predictions systems theory output values 2017 outliers approach method iaml noise multiple linear relationship residual effects problem structure outline vectors michael linear regression thought sensitive situation model From Nigel Goddard on October 1st, 2017 2 likes 1,887 plays 0 Licence Type Creative Commons - Attribution
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 1,882 plays 0 Licence Type Creative Commons - Attribution
12:16 Fitting Parameters Fitting Parameters	Fitting Parameters How we fit parameters for the linear model multiplying thoroughbred racehorses dot product loss functions caption complete inverse dimensions parameters 1st column matrices column internet search engines training instance 2017 scientific method analytic geometry function iaml product statistical terminology data points transpose practice component dimensional case vectors estimate equations matrix top row abstract algebra input features minimize linear algebra constraint linear regression geometry points model statistical models effects From Nigel Goddard on October 1st, 2017 1 likes 2,132 plays 0 Licence Type Creative Commons - Attribution
08:16 The Linear Model The Linear Model	The Linear Model The Linear Model and Examples data set computer data classification predict concepts in physics generalization linear relationship examples caption complete regression problem functions row vector factors regression analysis assumption elementary algebra input 2017 architectural elements iaml product statistical terminology linear model relationship c.p.u.continuous transpose effects performance matrices data point training egyptian artefact types column linear algebra straight linear regression thought vector components output model rowing From Nigel Goddard on October 1st, 2017 1 likes 2,111 plays 0 Licence Type Creative Commons - Attribution

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