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08:54 XAI Lecture Recording: PPD/ICE (Part 3) XAI Lecture Recording: PPD/ICE (Part 3)	XAI Lecture Recording: PPD/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 on July 14th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
11:41 XAI Lecture Recording: PPD/ICE (Part 2) XAI Lecture Recording: PPD/ICE (Part 2)	XAI Lecture Recording: PPD/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 on July 14th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
06:54 XAI Lecture Recording: PPD/ICE (Part 1) XAI Lecture Recording: PPD/ICE (Part 1)	XAI Lecture Recording: PPD/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 on July 14th, 2021 0 likes 3 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 on June 30th, 2021 0 likes 1 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 on May 24th, 2021 0 likes 18 plays 0 Licence Type All rights reserved Language English
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 on May 13th, 2021 0 likes 40 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 on March 4th, 2021 0 likes 4 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 on March 2nd, 2021 0 likes 20 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 on January 30th, 2021 0 likes 149 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 on November 1st, 2020 0 likes 212 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 on October 22nd, 2020 0 likes 7 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 Mohamed Awny Ali Labib on October 11th, 2020 0 likes 47 plays 0 Course Code CHEEE1005 - CHEDSE4 Licence Type All rights reserved The University of Edinburgh Language English
09:48 USMR lecture 4 part 3 USMR lecture 4 part 3	USMR lecture 4 part 3 chisq test of independence usmr psychology ppls statistics rstats table students plot courses hypothesis values times chi test class matrix calculation words bottom chance freedom differences plots variables mr From Martin Corley on October 4th, 2020 0 likes 161 plays 1 Course Code PSYL11053 Licence Type Creative Commons - Attribution Language English Date Created October 4th, 2020
06:27 IDS - Week 02 - 05 - Visualising categorical data IDS - Week 02 - 05 - Visualising categorical data	IDS - Week 02 - 05 - Visualising categorical data Visualising categorical data with ggplot2 00:00 Recap 00:38 Bar plot 04:04 Relationships between numerical and categorical variables data science rstats statistics plot grade axis plots bar bars density frequencies loan bit ownership levels gg geom package side mortgage things loans variables From Mine Cetinkaya-Rundel on September 28th, 2020 0 likes 46 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
21:39 IDS - Week 02 - 03 - Visualising data with ggplot2 IDS - Week 02 - 03 - Visualising data with ggplot2	IDS - Week 02 - 03 - Visualising data with ggplot2 Syntax and specifics of visualising data with ggplot2 data science rstats statistics species color penguins plot points length bill facet axis function columns grid plots variable depth size visualization legend rows island From Mine Cetinkaya-Rundel on September 28th, 2020 0 likes 44 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
07:06 Welcome to R Welcome to R	Welcome to R An overview of R and its capabilities rstats healthyr plots packages functions verse base variety language plot reports nhs programming r. quarters functionality extension bears fun bit instance maps From v1lnorma on May 29th, 2020 0 likes 249 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Language English Date Created May 30th, 2020

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