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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
HealthyR demo: Create table one duration 50 minutes 57 seconds HealthyR demo: Create table one HealthyR demo: Create table one	HealthyR demo: Create table one Data and code at: https://github.com/SurgicalInformatics/healthyr_demos rstats healthyr finalfit export publishing results table factor variables variable age things dataset ulceration bit thing factors test ulcer function questions change equals melanoma labels output From Sarah Elliot 0 likes 53 plays 0 Licence Type Creative Commons - Attribution Language English Date Created March 23rd, 2023
AML: Clustering - Evaluation duration 18 minutes 28 seconds 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 1 likes 370 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Evaluation - Classification duration 25 minutes 54 seconds AML: Evaluation - Classification AML: Evaluation - Classification	AML: Evaluation - Classification Applied Machine Learning - INFR11211 AML: Evaluation - Classification Part 1/2 aml machine learning evaluation classification class model measure labels rate accuracy precision agreement proportion confusion thresholds label matrix recall distribution performance cost measures threshold kappa From Siddharth N 0 likes 481 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
AML: Generalisation - Measuring Generalisation duration 20 minutes 16 seconds AML: Generalisation - Measuring Generalisation AML: Generalisation - Measuring Generalisation	AML: Generalisation - Measuring Generalisation Applied Machine Learning - INFR11211 AML: Generalisation - Measuring Generalisation Part 2/3 model error test training variance distribution labels targets hyperparameters prediction expectation predictions validation target values generalisation bias things dataset partition From Siddharth N 3 likes 472 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
LAGOON: Matt Pressland (Glasgow, UK) duration 1 hour 1 minute LAGOON: Matt Pressland (Glasgow, UK) LAGOON: Matt Pressland (Glasgow, UK)	LAGOON: Matt Pressland (Glasgow, UK) Subtitles will be added soon. 10.02.2022 Matt Pressland (Glasgow, UK) - Grassmannian twists categorified icms lagoon face matching faces quiver boundary variety thing diamond module model algebra vertex arrow labels edge edges half circle twist graph From Liam Holligan 0 likes 22 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created February 10th, 2022 Retain Source File Yes
Week3 Lecture 2 Part 1: Refugee regimes and… duration 16 minutes 57 seconds Week3 Lecture 2 Part 1: Refugee regimes and… Week3 Lecture 2 Part 1: Refugee regimes and refugee economies (im)mobility and opportunity among the forcibly displaced	Week3 Lecture 2 Part 1: Refugee regimes and refugee economies (im)mobility and opportunity among the forcibly displaced Week3 Lecture 2 Part 1: Refugee regimes and refugee economies (im)mobility and opportunity among the forcibly displaced refugees mobility displacement development migrants refugee category protection country lecture 1930s categories market labour idea agents countries distinction labels 1920s citizenship From Andreas Hackl 0 likes 372 plays 0 Licence Type All rights reserved The University of Edinburgh
FNLP 27b duration 16 minutes 41 seconds FNLP 27b FNLP 27b	FNLP 27b Representing Discourse Coherence discourse coherence sdrt discourse segments dialogue truth conditions implicature content discourse question coherence segment form explanation john pi1 combination segments pi labels relations stuff interpretation contents words answer From Alex Lascarides 0 likes 65 plays 0 Licence Type All rights reserved The University of Edinburgh
FNLP 3b duration 29 minutes 20 seconds FNLP 3b FNLP 3b	FNLP 3b Text Corpora: basic principles of experimental design text corpora experimental design words sentiment movie dataset word star lexicon frequency analysis task evaluation algorithm distribution stars language sentence labels output input fact From Alex Lascarides 0 likes 125 plays 0 Licence Type All rights reserved The University of Edinburgh Language English
Global Health Challenges Intro Course - Big Food… duration 20 minutes 22 seconds Global Health Challenges Intro Course - Big Food… Global Health Challenges Intro Course - Big Food Part 2 2020-11-9	Global Health Challenges Intro Course - Big Food Part 2 2020-11-9 Big Food Pt 2: Lindsay Jaack global health global food security and nutrition global health academy public health food tax foods tobacco mexico labels warning policies industry trans soda countries taxes percent diets bands implementation obesity campaign government From Michelle Hart 0 likes 48 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created November 6th, 2020
MLP Lecture 06 - Clip 05 - Pretraining duration 15 minutes 13 seconds MLP Lecture 06 - Clip 05 - Pretraining MLP Lecture 06 - Clip 05 - Pretraining	MLP Lecture 06 - Clip 05 - Pretraining Machine Learning Practical (MLP) Lecture 06, Clip 05 / 05. machine learning deep learning network training images representations learning weights task layer target output input image categories species kind thing labels parts inputs networks From Pavlos Andreadis 2 likes 430 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
IDS - Week 05 - 02 - Tips for effective data… duration 37 minutes 36 seconds IDS - Week 05 - 02 - Tips for effective data… IDS - Week 05 - 02 - Tips for effective data visualisation	IDS - Week 05 - 02 - Tips for effective data visualisation Designing effective data visualisations and principles for effective visualizations data science rstats plot colors visualization region opinion axis function color levels labels variable things question audience scale regions survey bit bars rest From Mine Cetinkaya-Rundel 0 likes 69 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
CL - Lecture 4.k - Logic and Algebra duration 6 minutes 3 seconds CL - Lecture 4.k - Logic and Algebra CL - Lecture 4.k - Logic and Algebra	CL - Lecture 4.k - Logic and Algebra Last CL video for week 4. inf1a introduction to computation informatics 1 computation and logic logic things predicates properties operations values algebra individuals b. property collection picture variables individual labels combination difference principle functions stuff union From Claudia-Elena Chirita 0 likes 314 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
IDS - Week 04 - 06 - AE: Hotels + data types duration 17 minutes 0 seconds IDS - Week 04 - 06 - AE: Hotels + data types IDS - Week 04 - 06 - AE: Hotels + data types	IDS - Week 04 - 06 - AE: Hotels + data types Application exercise walkthrough: Hotels + data types rstats data science character dollar function axis month label package months factor integer bit labels scales dataframe vector plot variable levels arrival visualization From Mine Cetinkaya-Rundel 0 likes 39 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
Methods for Analysing Clinical Text duration 4 minutes 8 seconds Methods for Analysing Clinical Text Methods for Analysing Clinical Text	Methods for Analysing Clinical Text Methods for Analysing Clinical Text hds language processing machine sequence learning model vector techniques methods patient markov treatment medicine precision sense speech sequences labels label text From Matt Sanders 0 likes 496 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution
R Conversations: Demystifying ggplot duration 25 minutes 46 seconds R Conversations: Demystifying ggplot R Conversations: Demystifying ggplot	R Conversations: Demystifying ggplot In this video I go over a basic introduction to ggplot2 for the R programming language. Some useful resources include: The R Cookbook: http://www.cookbook-r.com/Graphs/ The ggplot2 cheatsheet:… r stats oer ggplot2 plot drive legend wheel highway things theme chart gg gallon miles axis displacement mpg bit color cars dataset control labels From Jill MacKay 1 likes 63 plays 0 Publisher R(D)SVS Licence Type Creative Commons - Attribution Language English Date Created October 30th, 2019