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15:30 AML: Optimisation - Stochastic Gradient Descent AML: Optimisation - Stochastic Gradient Descent	AML: Optimisation - Stochastic Gradient Descent Applied Machine Learning - INFR11211 AML: Optimisation - Stochastic Gradient Descent Part 3/3 gradient descent points point things direction gradients error minimum function step dataset problems estimate weight variance estimator space sum loss From Siddharth N 0 likes 177 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
15:58 AML: Optimisation - Gradient Descent AML: Optimisation - Gradient Descent	AML: Optimisation - Gradient Descent Applied Machine Learning - INFR11211 AML: Optimisation - Gradient Descent Part 2/3 aml machine learning optimisation gradients function gradient step direction error size weight times algorithm rate point weights optimization region learning perturbation steps taylor descent From Siddharth N 0 likes 199 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
10:18 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 202 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
44:48 Albrecht Klemm - Calabi-Yau periods, Modularity… Albrecht Klemm - Calabi-Yau periods, Modularity and Arithmetic Geometry	Albrecht Klemm - Calabi-Yau periods, Modularity and Arithmetic Geometry Periods in Mirror Symmetry icms point periods form function bit points forms model instance correspondence weight extension thing things action matrix sense geometry theory cosmology From Greg McCracken 0 likes 8 plays 0 Licence Type All rights reserved Date Created September 22nd, 2022
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
10:28 AML: Naive Bayes - Naive Bayes with Continuous… AML: Naive Bayes - Naive Bayes with Continuous Data	AML: Naive Bayes - Naive Bayes with Continuous Data Applied Machine Learning - INFR11211 Naive Bayes - Naive Bayes with Continuous Data Part 3/3 aml machine learning naive bayes class height features distribution weight bayes alpaca feature parameters covariance dimensions probability assumption vector alpacas conditionals variance overlap width llamas From Oisin Mac Aodha 0 likes 196 plays Licence Type All rights reserved The University of Edinburgh
45:29 Twisted homology and homotopy - Jie Wu Twisted homology and homotopy - Jie Wu	Twisted homology and homotopy - Jie Wu Classifying spaces in homotopy theory: in honour of Ran Levi's 60th BirthdayJie Wu, BIMSA icms twisting space homology fibre construction game operator coefficient weight air bundle bit vertex complex point vibration bundles things idea model From Greg McCracken 0 likes 10 plays 0 Licence Type All rights reserved Date Created September 6th, 2022
21:22 On the strength of semi-algebraic proof systems -… On the strength of semi-algebraic proof systems - Ilario Bonacina	On the strength of semi-algebraic proof systems - Ilario Bonacina Mathematical Approaches to Lower Bounds: Complexity of Proofs and Computation On the strength of semi-algebraic proof systems UPC Universitat Politècnica de Catalunya Ilario Bonacina icms principle weights rules squares systems sum question weight language solution proof principal adams resolution depth layer pigeonhole formulas coefficients holes From Iain Cms 0 likes 2 plays 0 Licence Type All rights reserved Date Created July 4th, 2022
36:07 Some small progress on the Mizohata-Takeuchi… Some small progress on the Mizohata-Takeuchi conjecture - Marina Iliopoulou	Some small progress on the Mizohata-Takeuchi conjecture - Marina Iliopoulou Fourier Analysis @ 200 Some small progress on the Mizohata-Takeuchi conjecture Marina Iliopoulou, University of Birmingham 27 June 2022 icms operator weight wave function transform tube conjecture sets level tubes loss packet estimate norm picture problem packets bowl cubes side From Iain Cms 0 likes 63 plays 0 Publisher Simon Kershaw Licence Type All rights reserved Date Created June 27th, 2022
44:50 The Mizohata--Takeuchi conjecture: an overview -… The Mizohata--Takeuchi conjecture: an overview - Tony Carbery	The Mizohata--Takeuchi conjecture: an overview - Tony Carbery Fourier Analysis @200 The Mizohata--Takeuchi conjecture: an overview Tony Carbery, University of Edinburgh 27 June 2022 This talk is being subtitled. This process typically takes around two… icms conjecture fourier delta inequality side tube tubes problem hand function things minus weights norm weight surface sense transform ray bit From Iain Cms 0 likes 88 plays 0 Publisher Simon Kershaw Licence Type All rights reserved Date Created June 27th, 2022
53:26 SU(2) Channels the Cancellation K3 BPS States -… SU(2) Channels the Cancellation K3 BPS States - Katrin Wendland	SU(2) Channels the Cancellation K3 BPS States - Katrin Wendland Bundles and Conformal Blocks with a Twist SU(2) Channels the Cancellation K3 BPS States Katrin Wendland (Trinity College Dublin) 16 June, 2022 icms representations bps space bar field weight charge theories algebra theory genus vector representation parameters transparency function series stuff fact bit From Iain Cms 0 likes 6 plays 0 Licence Type All rights reserved Language English Date Created June 16th, 2022
55:12 GI module luminal revision GI module luminal revision	GI module luminal revision Luminal revision tutorial hcp-med year 2 helicobacter disease cancer stomach iron anaemia oesophagus crohn acid inflammation things bit reflux loss blood history questions deficiency weight gastric From Gavin Brown 0 likes 57 plays 0 Licence Type All rights reserved The University of Edinburgh
48:14 Nutrition and Obesity Year 2… Nutrition and Obesity Year 2 Lecture-20220310_090534-Meeting Recording	Nutrition and Obesity Year 2 Lecture-20220310_090534-Meeting Recording Nutrition & Obesity live lecture #nutrition and digestion #mbchb year 2 #obesity patients food weight patient diet body obesity foods individuals surgery mass kind lot calories fact care bit risk protein loss From Gill Lowther 0 likes 290 plays 0 Licence Type All rights reserved The University of Edinburgh
26:57 October 19th - Reflection & Inquiry.… October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue (Audio Only)	October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue (Audio Only) Mindfulness drop-in recording for October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue chaplaincy body sense mind point times place head nhs parents sensations invitation tiredness space ground sides weight spine heaviness shoulders awareness From Kat Mackay 0 likes 4 plays 0 Publisher Chaplaincy Licence Type All rights reserved Language English Date Created February 16th, 2022 Retain Source File Yes
26:57 October 19th - Reflection & Inquiry.… October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue	October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue Mindfulness drop-in recording for October 19th - Reflection & Inquiry. Mindfulness of Tiredness and Fatigue chaplaincy body mind sense point place head times sensations parents invitation tiredness space cell ground sides weight spine heaviness shoulders stretch From Kat Mackay 0 likes 5 plays 0 Publisher Chaplaincy Licence Type All rights reserved Language English Date Created February 16th, 2022 Retain Source File Yes
26:50 September 28th- Reflection & Inquiry. Space… September 28th- Reflection & Inquiry. Space for What's Difficult ( Audio Only)	September 28th- Reflection & Inquiry. Space for What's Difficult ( Audio Only) Mindfulness drop-in recording for September 28th - Reflection & Inquiry (Audio Only) Space for What's Difficult chaplaincy space body sense attention ground awareness bit bra breath weight mind lot seat sensations knowledge experience tiredness permission point spine From Kat Mackay 0 likes 1 plays 0 Publisher Chaplaincy Licence Type All rights reserved Language English Date Created February 16th, 2022 Retain Source File Yes

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