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12:20 MLP Lecture 08 - Clip 05 - Short CNN timeline MLP Lecture 08 - Clip 05 - Short CNN timeline	MLP Lecture 08 - Clip 05 - Short CNN timeline Machine Learning Practical (MLP) Lecture 08, Clip 05 / 05. machine learning deep learning convolutional neural networks timeline network layers computation layer networks parameters performance improvement training backpropagation computations net features starting times bias function field output connexions From Pavlos Andreadis 1 likes 101 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
27:58 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 1 likes 244 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
28:01 On the range avoidance problem for circuits -… On the range avoidance problem for circuits - Hanlin Ren	On the range avoidance problem for circuits - Hanlin Ren Mathematical Approaches to Lower Bounds: Complexity of Proofs and Computation On the range avoidance problem for circuits University of Oxford Hanlin Ren icms complexity problem proof generator output string algorithm input katie p. length circuit algorithms sense programme talk hypothesis stretch capacity inputs From Iain Cms 0 likes 28 plays 0 Licence Type All rights reserved Date Created July 5th, 2022
13:59 Structure and function of lower urinary… Structure and function of lower urinary tract_2021_Part 2	Structure and function of lower urinary tract_2021_Part 2 MBChB year 2 Renal module #mbchb year 2 #renal bladder symptoms frequency patient patients urine storage volume capacity pressure chart incontinence flow output function night diary urgency mils tract From Gill Lowther 0 likes 752 plays 0 Licence Type All rights reserved The University of Edinburgh
12:01 REBM Week 8 - Part a) REBM Week 8 - Part a)	REBM Week 8 - Part a) This is Part a) of a series of two recorded lectures on the theme 'The independent samples t-test: Engaging with theory and practice'. independent samples t-test levene's test spss hypothesis test salvage cell samples difference lecture levels groups haemoglobin learning study change testing series exercise findings week equality output From Margaret MacDougall 0 likes 130 plays 0 Publisher Margaret MacDougall Licence Type All rights reserved The University of Edinburgh Language English Date Created November 9th, 2021
16:04 Computational Interlude 1 part 3 Computational Interlude 1 part 3	Computational Interlude 1 part 3 The third part of the first computational interlude lecture by Jia Loy for Introduction to Cognitive Science 2021-22 function functions task instructions definition python word parameters call participants classification programme words output experiment goodbye values parentheses lecture sandwich From Alistair Isaac 0 likes 82 plays 0
14:58 CogSci Lecture 2 part 1 CogSci Lecture 2 part 1	CogSci Lecture 2 part 1 Introduction to Cognitive Science lecture 2 part 1 2021-22 Jia Loy Computation in cognitive science computer programme programming task devices things instance instructions lecture humans output input unit image computers machine bus times examples components From Alistair Isaac 0 likes 154 plays 0
01:36:58 Robust optimisation: Recovery of signals from… Robust optimisation: Recovery of signals from noisy outputs - Lecture 3 - Aharon Ben-Tal	Robust optimisation: Recovery of signals from noisy outputs - Lecture 3 - Aharon Ben-Tal EUROPT Summer School 2021 Monday 20 August to Wednesday 1 Sept 2021 Robust optimisation: Recovery of signals from noisy outputs - Lecture 3 - Aharon Ben-Tal (Technion - Israel Institute of… icms europt summerschool problem matrix demand function solution optimization decision period linear programme cost inventory times output signal variables trajectory robustness uncertainty zeta thing variable diagonal From Liam Holligan 0 likes 45 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created September 3rd, 2021
22:06 FNLP 11c FNLP 11c	FNLP 11c Finite State Transducers for Morphology morphology finite state transducers morphological parsing and generation form boundary words transducers cat stem hash character input stage suffix fox word geese foxes transducer string output examples end From Alex Lascarides 0 likes 56 plays 0 Licence Type All rights reserved The University of Edinburgh
22:34 FNLP 11b FNLP 11b	FNLP 11b Morphology: Finite State Transducers morphology finite state automata finite state transducers form transducers output input verb string word forms character words b. arc noun surface choice walk fox fact rules characters From Alex Lascarides 0 likes 60 plays 0 Licence Type All rights reserved The University of Edinburgh
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
14:38 XAI Lecture Recording: InTrees (Part 3) XAI Lecture Recording: InTrees (Part 3)	XAI Lecture Recording: InTrees (Part 3) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules rule tree entries conditions decision node questions quality output condition ensembles error trees nodes regression instances xai xai course machine learning From Auste Simkute 0 likes 18 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
16:52 D-DIEM Webinar Closing Session D-DIEM Webinar Closing Session	D-DIEM Webinar Closing Session Free Webinar on Intelligent Energy Management for Environmentally Sustainable Energy Access Wednesday 31st of March 2021 09:00-15:00 BST (13:30-19:30 IST) Roundtable discussion and closing… d-diem lot things power collaboration india professor projects partners opportunity future energy side output consortium thing john effort aspect students parts From Joe Burchell 0 likes 0 plays 0 Licence Type All rights reserved Language English Date Created March 31st, 2021
47:24 Plenary Lecture II: Daniel Cooley Plenary Lecture II: Daniel Cooley	Plenary Lecture II: Daniel Cooley This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Daniel Cooley Talk Title: Climatic extremes: current statistical challenges… eva climate fire model weather series attribution dependence tail models analysis observations output kind linear risk bit 21st century change 30th From Belle Taylor 0 likes 97 plays 0 Publisher Centre for Statistics Licence Type All rights reserved
18:05 XAI Lecture Recording - Conterfactuals (Part 3) XAI Lecture Recording - Conterfactuals (Part 3)	XAI Lecture Recording - Conterfactuals (Part 3) This lecture will cover the Counterfactuals XAI technique. xai machine learning explainable machine learning counterfactuals counterfactual output model instance prediction function questions objectives feature method variables models epsilon distance loss From Auste Simkute 0 likes 21 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
11:45 XAI Lecture Recording - Preface to XAI (Part 1) XAI Lecture Recording - Preface to XAI (Part 1)	XAI Lecture Recording - Preface to XAI (Part 1) This lecture will formally introduce you to XAI and its techniques. xai explainable machine learning machine learning model output input machine transparency kind module sense models things learning idea lecture notion bit function questions bits decomposability question From Auste Simkute 0 likes 37 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021

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