Search for tag: "regression"

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Machine learning - the basics duration 47 minutes 53 seconds Machine learning - the basics Machine learning - the basics	Machine learning - the basics Machine learning (ML) is an umbrella term for solving problems for which development of algorithms by human programmers would be cost-prohibitive, and instead the problems are solved by helping… machine learning data skills learning machine model regression classification training algorithms algorithm patterns images characteristics decision probability recognition image dataset labels computer reinforcement method From Tracy Steinberg 1 likes 64 plays 0 Publisher Tracy Steinberg Licence Type All rights reserved The University of Edinburgh Language British English Date Created September 8th, 2023
Python vs R duration 44 minutes 13 seconds Python vs R Python vs R	Python vs R Python vs R is a one-hour webinar designed to introduce beginner or intermediate programmers to data exploration and modelling in Python and R. Includes live coding demonstrations in both Python and… penguins python rprogramming data science modelling linear regression coding From Cerys Ophelia Jane Jenkins 0 likes 31 plays 0 Publisher Cerys Jenkins, Tracy Steinberg Licence Type All rights reserved The University of Edinburgh Language British English Date Created February 8th, 2023
AML: Model Selection - Direct Comparison duration 12 minutes 24 seconds AML: Model Selection - Direct Comparison AML: Model Selection - Direct Comparison	AML: Model Selection - Direct Comparison Applied Machine Learning - INFR11211 AML: Model Selection - Direct Comparison Part 1/2 aml machine learning model evaluation model measures models variation regression things difference question choice values test predictions disparity recall effects point errors splits accuracy learning From Siddharth N 0 likes 390 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Evaluation - Regression duration 19 minutes 2 seconds 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 400 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Optimisation - ML Optimisation duration 10 minutes 18 seconds 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 451 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Logistic Regression - Learning Logistic… duration 9 minutes 46 seconds AML: Logistic Regression - Learning Logistic… AML: Logistic Regression - Learning Logistic Regression	AML: Logistic Regression - Learning Logistic Regression Applied Machine Learning - INFR11211 Logistic Regression - Learning Logistic Regression Part 3/3 aml machine learning logistic regression From Oisin Mac Aodha 0 likes 458 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Logistic Regression - Logistic Regression duration 27 minutes 58 seconds AML: Logistic Regression - Logistic Regression AML: Logistic Regression - Logistic Regression	AML: Logistic Regression - Logistic Regression Applied Machine Learning - INFR11211 Logistic Regression - Logistic Regression Part 2/3 aml machine learning logistic regression function vector decision boundary term classes sense class bias probability input model weight left weights direction regression output values classifier From Oisin Mac Aodha 2 likes 560 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Logistic Regression - Linear Classification duration 20 minutes 39 seconds AML: Logistic Regression - Linear Classification AML: Logistic Regression - Linear Classification	AML: Logistic Regression - Linear Classification Applied Machine Learning - INFR11211 AML: Logistic Regression - Linear Classification Part 1/3 aml machine learning logistic regression From Oisin Mac Aodha 0 likes 519 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Linear Regression - Nonlinear Regression duration 11 minutes 19 seconds AML: Linear Regression - Nonlinear Regression AML: Linear Regression - Nonlinear Regression	AML: Linear Regression - Nonlinear Regression Applied Machine Learning - INFR11211 Linear Regression - Nonlinear Regression Part 3/3 aml machine learning linear regression From Oisin Mac Aodha 2 likes 457 plays Licence Type All rights reserved The University of Edinburgh
AML: Linear Regression - Fitting Regression Models duration 16 minutes 12 seconds AML: Linear Regression - Fitting Regression Models AML: Linear Regression - Fitting Regression Models	AML: Linear Regression - Fitting Regression Models Applied Machine Learning - INFR11211 Linear Regression - Fitting Regression Models Part 2/3 aml machine learning linear regression From Oisin Mac Aodha 1 likes 512 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Linear Regression - Introduction to… duration 14 minutes 2 seconds AML: Linear Regression - Introduction to… AML: Linear Regression - Introduction to Regression	AML: Linear Regression - Introduction to Regression Applied Machine Learning - INFR11211 Introduction to Regression Part 1/3 aml machine learning linear regression From Oisin Mac Aodha 0 likes 492 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
HealthyR demo: finalfit.org duration 31 minutes 11 seconds HealthyR demo: finalfit.org HealthyR demo: finalfit.org	HealthyR demo: finalfit.org Data and code at: https://github.com/SurgicalInformatics/healthyr_demos rstats healthyr factor function table variables regression plot lot ulcer reference level variable things age analysis question package column tables values default From Riinu Pius 0 likes 271 plays 0 Licence Type All rights reserved The University of Edinburgh
Unlinked Monotone Regression - Cecile Durot duration 39 minutes 12 seconds Unlinked Monotone Regression - Cecile Durot Unlinked Monotone Regression - Cecile Durot	Unlinked Monotone Regression - Cecile Durot Structural Breaks and Shape Constraints Unlinked Monotone Regression Cecile Durot (Université Paris Nanterre) 19 May 2022 icms distribution function estimator rate fact regression naught epsilon x. convergence deconvolution contrast cases instance estimators m2 minus functions connexion predictors From Iain Cms 0 likes 54 plays 0 Licence Type All rights reserved Language English Date Created May 23rd, 2022
Isotonic Distributional Regression under… duration 32 minutes 15 seconds Isotonic Distributional Regression under… Isotonic Distributional Regression under Likelihood Ratio Ordering - Lutz Duembgen	Isotonic Distributional Regression under Likelihood Ratio Ordering - Lutz Duembgen Structural Breaks and Shape Constraints Isotonic Distributional Regression under Likelihood Ratio Ordering Lutz Duembgen (University of Bern) 18 May 2022 icms distribution probability likelihood function ratio p1 p2 points regression sets distributions point values grid times beta constraint mass measure threshold From Iain Cms 0 likes 58 plays 0 Licence Type All rights reserved Language English Date Created May 19th, 2022
MARS via LASSO - Aditya Guntuboyina duration 39 minutes 17 seconds MARS via LASSO - Aditya Guntuboyina MARS via LASSO - Aditya Guntuboyina	MARS via LASSO - Aditya Guntuboyina Structural Breaks and Shape Constraints MARS via LASSO Aditya Guntuboyina (University of California, Berkeley) 17 May 2022 icms function functions variation derivatives class regression linear mars measure rate complexity dimension cross lasso respect derivative method smoothness constraint estimator From Iain Cms 0 likes 56 plays 0 Licence Type All rights reserved Language English Date Created May 17th, 2022
Data-Driven Adjustments for Confidence Intervals… duration 45 minutes 47 seconds Data-Driven Adjustments for Confidence Intervals… Data-Driven Adjustments for Confidence Intervals and Proximal Representations in Single-Index Models - Pierre Bellec	Data-Driven Adjustments for Confidence Intervals and Proximal Representations in Single-Index Models - Pierre Bellec Structural Breaks and shape Constraints Data-Driven Adjustments for Confidence Intervals and Proximal Representations in Single-Index Models Pierre Bellec (Rutgers University) 17 May 2022 icms model hat beta distribution function penalty star sequence matrix adjustments derivatives estimator regression instance equations bar loss models slides constants From Iain Cms 0 likes 13 plays 0 Licence Type All rights reserved Language English Date Created May 17th, 2022