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07:38 AML: Exploratory Data Analysis - Data… AML: Exploratory Data Analysis - Data Visualisation	AML: Exploratory Data Analysis - Data Visualisation Applied Machine Learning - INFR11211 AML: Exploratory Data Analysis - Data Visualisation Part 1/3 aml machine learning exploratory data analysis visualisation components features variables ways dimensionality things plot e.g. charts domain digits images space plots component options dimensions construction knowledge decision From Siddharth N 0 likes 209 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
14:12 Genomic selection in plant breeding Genomic selection in plant breeding	Genomic selection in plant breeding The following audio recording is delivered by Chris Gaynor, a senior data scientist at Bayer Crop Science. While working at The Roslin Institute in Edinburgh, he developed the AlphaSimR package and… insilico breeding breeding programme selection simulation programmes gain stage cycle diversity variants genotype side hand scenarios simulations plots accuracy fact interaction strategies From Geoff Fortescue 0 likes 17 plays 0 Licence Type Creative Commons - Attribution Share A Like
02:11:46 DDC Session 5 Recording DDC Session 5 Recording	DDC Session 5 Recording Recording of session 5 (plotting) of data-driven chemistry 2021-22. data-driven chemistry python plot thing things bit point figure plots carbon axis axes colour sort label values matplotlib formula points column melting angle From James Cumby 0 likes 48 plays 0 Course Code CHEM08031 Licence Type Creative Commons - Attribution Language English Date Created October 21st, 2021 Retain Source File Yes
08:54 XAI Lecture Recording: PDP/ICE (Part 3) XAI Lecture Recording: PDP/ICE (Part 3)	XAI Lecture Recording: PDP/ICE (Part 3) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. plots feature instance pd ice features pdp values instances lecture dataset plot model predictions issue advantages disadvantages xai xai course machine learning From Auste Simkute 0 likes 27 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
11:41 XAI Lecture Recording: PDP/ICE (Part 2) XAI Lecture Recording: PDP/ICE (Part 2)	XAI Lecture Recording: PDP/ICE (Part 2) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. feature values features age plots instance class ice prediction instances interest model pdp plot interactions derivatives xai xai course machine learning From Auste Simkute 0 likes 25 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
06:54 XAI Lecture Recording: PDP/ICE (Part 1) XAI Lecture Recording: PDP/ICE (Part 1)	XAI Lecture Recording: PDP/ICE (Part 1) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. feature plots pdp instance values ice decision boundary plot model instances classification output visualisation relationship prediction xai xai course machine learning From Auste Simkute 0 likes 25 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
09:55 XAI Lecture Recording - SHAP (Part 3) XAI Lecture Recording - SHAP (Part 3)	XAI Lecture Recording - SHAP (Part 3) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning shap values model feature tree features questions app student instance question plots shapley interpretations explanations classification prediction forest mathematics independence From Auste Simkute 0 likes 22 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
02:46 Callum Barltrop EVA Talk Preview Callum Barltrop EVA Talk Preview	Callum Barltrop EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Callum Barltrop Talk Title: Novel diagnostic and uncertainty characterisation tools for multivariate return… model theory solution eva icms extremal multivariate curves novel diagnostic risk measures probabilities probability context return confidence plots uncertainty basis characterization hazard disaster bit talk study models months investments comparison indexes point From Anna Munro 0 likes 18 plays 0 Licence Type All rights reserved Language English
23:16 UNCOVER Workshop: Heterogeneity in Meta-Analysis UNCOVER Workshop: Heterogeneity in Meta-Analysis	UNCOVER Workshop: Heterogeneity in Meta-Analysis Meta-analysis is the secondary analysis of quantitative data from multiple comparable studies, with the aim of getting a clearer understanding of observable effects. This workshop will introduce… uncover systematic reviews meta-analysis studies forest effects heterogeneity plot model effect bit estimate analysis study meta plots evidence thing ratio odds question estimates hand From Marshall Dozier 0 likes 66 plays 0 Licence Type Creative Commons - Attribution Date Created May 18th, 2021
03:03 Holger Rootzen EVA Talk Preview Holger Rootzen EVA Talk Preview	Holger Rootzen EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Holger Rootzen Talk Title: Real-time prediction of severe influenza epidemics using multivariate… solution theory icms eva rootzen models prediction influenza epidemics plot epidemic plots talk multivariate question term france predation discussion fun questions covid-19 things precision left scores From Anna Munro 0 likes 44 plays 0 Licence Type All rights reserved Language English
13:16 AVLSI Demo 10 - Stability Probes AVLSI Demo 10 - Stability Probes	AVLSI Demo 10 - Stability Probes How to use stability probes to check stability, phase margin etc. stability cadence virtuoso avlsia analogue circuits analog circuits phase analysis amplifier plots margin plot gain probe points differential loop signal phi outputs thing frequency response things mode From Filip Taneski 0 likes 40 plays 0 Course Code ELEE11073 Publisher Filip Taneski Licence Type Creative Commons - Attribution Language English Date Created March 4th, 2021
38:29 CP2 Experiment 3 Debrief 20210226 CP2 Experiment 3 Debrief 20210226	CP2 Experiment 3 Debrief 20210226 Q&A on experiment 3 response question drug concentration points dose baseline equilibrium percent places curve experiment equation questions experiments answer drugs plots hand bit From Philip Larkman 0 likes 28 plays 0 Licence Type Creative Commons - Attribution
03:42 practical_intro practical_intro	practical_intro Introduction to the Physical Geography practical physical geography plots model geography climate material students feedback equilibrium parts folder computer skills spreadsheet earth temperature introduction week care times chancellor From Simon Tett 0 likes 272 plays 0 Course Code GEGR08010 Licence Type All rights reserved Language English Date Created January 30th, 2021
14:52 USMR lecture 7 part 1 USMR lecture 7 part 1	USMR lecture 7 part 1 model criticism usmr psychology ppls statistics rstats residuals model values plot deviations assumptions distribution observations linear plots fact dataset alcohol blood command relationship density slide graph bit From Martin Corley 0 likes 487 plays 0 Course Code PSYL11053 Licence Type Creative Commons - Attribution Language English Date Created November 1st, 2020
52:20 IDS - Week 05 - Code along IDS - Week 05 - Code along	IDS - Week 05 - Code along Week 05 code along data science rstats names bit style things questions plot rank baby plots axis lot proposal thing kind videos guide chunk marks quotes spaces From Mine Cetinkaya-Rundel 0 likes 10 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
04:11 Workshop 1 - Distillation Sequencing Workshop 1 - Distillation Sequencing	Workshop 1 - Distillation Sequencing Workshop 1 - Distillation Sequencing temperature component equation sequence components pressure alpha distillation pen pentane mixture flow workshop separation plots plot reference ratio volatility question From Mennatallah Labib 0 likes 88 plays 0 Course Code CHEEE1005 - CHEDSE4 Licence Type All rights reserved The University of Edinburgh Language English

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