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06:13 SACHA '23 - Rowan Alba: Group 1 Proposal SACHA '23 - Rowan Alba: Group 1 Proposal	SACHA '23 - Rowan Alba: Group 1 Proposal On 27 April 2023, four #EdChangeAgent teams presented their final proposals to their host organisation, Rowan Alba. Each team screened a short video capturing their proposal for the challenge:… sacha students as change agents experiential learning online learning interdisciplinary learning sdgs sustainable development goals challenge project homelessness rough sleeping charity sleeping tap stigma individuals problem donations access points funding edinburgh lack society place mom safety risk solution involvement issue problems From Aidan Tracey 0 likes 8 plays 0 Publisher Students as Change Agents Licence Type All rights reserved The University of Edinburgh Language English Date Created May 31st, 2023 Retain Source File Yes
19:19 MCF Podcasts: Language and Communication are part… MCF Podcasts: Language and Communication are part of your identity	MCF Podcasts: Language and Communication are part of your identity We shared how language and communication in new environments brought in the notion of self-awareness as scholars shared their challenges in communicating with people from different backgrounds. We… mastercard scholars program accent language culture place things issue challenge point conversation english barrier identity lot thing points fact sets accents contexts communication From Nic Cameron 0 likes 10 plays 0 Publisher Edinburgh Global Licence Type All rights reserved The University of Edinburgh Language English
03:34 Ethical Design - Laura Evans Ethical Design - Laura Evans	Ethical Design - Laura Evans Ethical Design - Laura Evans: part of User-driven service design in health and social care (2022-2023)[FLEX] ethical design user-driven design health and social care principles process points signing week definition signers bit driver requirements nicole thing values oversight efficiency skills ports cycle cain holman From Michelle Hart 0 likes 18 plays 0 Course Code HEIN11046 Licence Type Creative Commons - Attribution Non Commercial No Derivatives
41:36 Algebraic Geometry - history, challenges and… Algebraic Geometry - history, challenges and applications	Algebraic Geometry - history, challenges and applications What do algebra and geometry have to do with cryptography and how we can keep our information safe? Join us at this public talk to find out! This talk was part of the Birational Geometry and… icms mathematics cryptography algebra algebraic geometry geometry point points curve remainder alice infinity plane solution equation solutions object operation bob integer element method From Greg McCracken 0 likes 35 plays 0 Publisher ICMS Licence Type All rights reserved Language English Date Created November 22nd, 2022
53:55 23 November 2022 Ulrike Tillmann - Strings and… 23 November 2022 Ulrike Tillmann - Strings and surfaces	23 November 2022 Ulrike Tillmann - Strings and surfaces 23 Nov 2022 Ulrike Tillmann , Isaac Newton Institute, CambridgeStrings and surfaces icms maths online seminars space manifold dimension point euler surfaces manifolds thing category surface vector characteristic boundary formula points field bit maps money theory From Greg McCracken 0 likes 116 plays 0 Licence Type All rights reserved Date Created November 23rd, 2022
33:43 AML: Non-Linear Dimensionality Reduction -… AML: Non-Linear Dimensionality Reduction - Visualisation	AML: Non-Linear Dimensionality Reduction - Visualisation Applied Machine Learning - INFR11211 AML: Non-Linear Dimensionality Reduction - Visualisation Part 2/2 aml machine learning dimensionality reduction visualisation space distance points embedding graph manifold measure point distances distribution neighbours linear dataset things weights methods reduction dimensionality iso sne From Siddharth N 0 likes 161 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
11:03 AML: Non-Linear Dimensionality Reduction -… AML: Non-Linear Dimensionality Reduction - Extending Linear Methods	AML: Non-Linear Dimensionality Reduction - Extending Linear Methods Applied Machine Learning - INFR11211 AML: Non-Linear Dimensionality Reduction - Extending Linear Methods Part 1/2 aml machine learning nonlinear dimensionality reduction function kernel vector pca linear space points basis matrix values phi feature dimensions dimensionality eigenvector kind conditions condition covariance dataset From Siddharth N 0 likes 161 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
18:28 AML: Clustering - Evaluation AML: Clustering - Evaluation	AML: Clustering - Evaluation Applied Machine Learning - INFR11211 AML: Clustering - Evaluation Part 3/3 aml machine learning clustering evaluation cluster clusters points class distance measure reference labels classification rand score question means point silhouette situation things pairs From Siddharth N 0 likes 173 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
23:54 AML: Clustering - Hierarchical Clustering AML: Clustering - Hierarchical Clustering	AML: Clustering - Hierarchical Clustering Applied Machine Learning - INFR11211 AML: Clustering - Hierarchical Clustering Part 2/3 aml machine learning clustering hierarchical clustering clusters distance points cluster distances process algorithm level means step things pairwise point hierarchy pairs approach j. formulation measure From Siddharth N 0 likes 194 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
17:14 AML: Clustering - K-Means AML: Clustering - K-Means	AML: Clustering - K-Means Applied Machine Learning - INFR11211 AML: Clustering - K-Means Part 1/3 aml machine learning clustering cluster clusters points distance centroid centroids inter point colours measure dataset groups kinds values idea means distances colour algorithms From Siddharth N 0 likes 186 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
19:02 AML: Evaluation - Regression AML: Evaluation - Regression	AML: Evaluation - Regression Applied Machine Learning - INFR11211 AML: Evaluation - Regression Part 2/2 aml machine learning evaluation regression error model values correlation coefficient target variance dataset hat median prediction things points fact predictions fit square consequence difference From Siddharth N 0 likes 165 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
15:30 AML: Optimisation - Stochastic Gradient Descent AML: Optimisation - Stochastic Gradient Descent	AML: Optimisation - Stochastic Gradient Descent Applied Machine Learning - INFR11211 AML: Optimisation - Stochastic Gradient Descent Part 3/3 gradient descent points point things direction gradients error minimum function step dataset problems estimate weight variance estimator space sum loss From Siddharth N 0 likes 181 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
10:18 AML: Optimisation - ML Optimisation AML: Optimisation - ML Optimisation	AML: Optimisation - ML Optimisation Applied Machine Learning - INFR11211 AML: Optimisation - ML Optimisation Part 1/3 aml machine learning optimisation error function log gradient weights regression things weight edit probability linear perspective model direction values vector settings errors points functions From Siddharth N 0 likes 206 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
15:22 AML: Exploratory Data Analysis - PCA Examples AML: Exploratory Data Analysis - PCA Examples	AML: Exploratory Data Analysis - PCA Examples Applied Machine Learning - INFR11211 AML: Exploratory Data Analysis - PCA Examples Part 3/3 aml machine learning exploratory data analysis pca component dimensions variance direction components linear features axis directions dimensionality outliers wales dimension points principal bca fact e.g. scotland From Siddharth N 0 likes 223 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
44:48 Albrecht Klemm - Calabi-Yau periods, Modularity… Albrecht Klemm - Calabi-Yau periods, Modularity and Arithmetic Geometry	Albrecht Klemm - Calabi-Yau periods, Modularity and Arithmetic Geometry Periods in Mirror Symmetry icms point periods form function bit points forms model instance correspondence weight extension thing things action matrix sense geometry theory cosmology From Greg McCracken 0 likes 12 plays 0 Licence Type All rights reserved Date Created September 22nd, 2022
57:32 Bernd Siebert - Enumerative period integrals of… Bernd Siebert - Enumerative period integrals of Landau–Ginzburg models via wall structures	Bernd Siebert - Enumerative period integrals of Landau–Ginzburg models via wall structures Periods in Mirror Symmetry icms infinity walls wall thing kind mirror cycle point function structure functions b. tangent sense inverse fibre vector points minus invariance From Greg McCracken 0 likes 19 plays 0 Licence Type All rights reserved Date Created September 21st, 2022

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