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53:17 23 April 2021: Theodore Papamarkou - Challenges… 23 April 2021: Theodore Papamarkou - Challenges in Markov chain Monte Carlo for Bayesian neural networks	23 April 2021: Theodore Papamarkou - Challenges in Markov chain Monte Carlo for Bayesian neural networks The subtitles/captions on this talk are being edited. They will be available within 2 weeks of the talk being published. 23 April 2021Theodore Papamarkou - Challenges in Markov chain Monte Carlo… statistic research data science networks layer mcmc space parameters problem weights inference marginalisation convergence function output likelihood identifiability parameter bit posterior percent activation probability From OLLIE Quinn on April 29th, 2021 0 likes 1 plays 0 Licence Type All rights reserved Language English Date Created April 23rd, 2021
55:49 ASR Lecture 12 ASR Lecture 12	ASR Lecture 12 ASR Lecture 12: Neural Networks for Acoustic Modelling 3 speech recognition features network weights layer units unit context gate networks input model output sort point frame kind bit frames lecture lstms From Peter Bell on March 25th, 2021 0 likes 58 plays 0 Licence Type Creative Commons - Attribution Non Commercial Date Created February 25th, 2021
57:00 ASR Lecture 10 (part 2); Lecture 11 ASR Lecture 10 (part 2); Lecture 11	ASR Lecture 10 (part 2); Lecture 11 ASR Lecture 10 (part 2): Neural network models (1); ASR Lecture 11: Neural network models (2) speech recognition network networks probability bit speech recognition features output layer error weights outputs label delta things function hmm term lecture layers From Peter Bell on March 25th, 2021 0 likes 62 plays 0 Licence Type Creative Commons - Attribution Non Commercial Date Created February 22nd, 2021
01:01:20 8 March 2021 - Carola-Bibiane Schönlieb… 8 March 2021 - Carola-Bibiane Schönlieb (University of Cambridge) - Structure-preserving deep learning	8 March 2021 - Carola-Bibiane Schönlieb (University of Cambridge) - Structure-preserving deep learning The subtitles/captions on this talk are being edited. They will be available within 2 weeks of the talk being published.8 March 2021Carola-Bibiane Schönlieb (University of Cambridge) -… one world numerical analysis owna network networks kind function learning ode input output layers problem problems gradient thing layer linear image training analysis instance continuum From OLLIE Quinn on March 8th, 2021 0 likes 61 plays 0 Licence Type All rights reserved Language English Date Created March 8th, 2021
06:05 Resistivity_Master_Curve_Matching Resistivity_Master_Curve_Matching	Resistivity_Master_Curve_Matching Description of how to do curve matching to a set of master curves used in 1-D resistivity surveying geophysics geosciences master log curve resistivity paper axis electrode curves layer values decades resistivities graph separation plot fit tracing scale instruction kappa From Wyn Williams on February 27th, 2021 0 likes 73 plays 0 Course Code EASC08008 Licence Type All rights reserved The University of Edinburgh Language English Date Created February 27th, 2021
01:13 PG_Week6 PG_Week6	PG_Week6 Physical Geography Week 6 -- welcome video. physical geography week lectures weather layer call change wednesday monday care turkey satisfies europe country joke bonus river mississippi water eyes jug From Simon Tett on February 21st, 2021 0 likes 30 plays 0 Course Code GEGR08010 Publisher Simon Tett Licence Type All rights reserved Language English Date Created February 21st, 2021
21:01 GE2_geostatic_stress GE2_geostatic_stress	GE2_geostatic_stress Week 5 lecture on geostatic stress geotechnical engineering stress surface sigma element direction soil weight depth equation ground components force delta gamma bottom component times balance layer plane From Jin Sun on February 10th, 2021 0 likes 57 plays 0 Course Code CIVE08025 Licence Type Creative Commons - Attribution
06:15 CNR - Dog Castration CNR - Dog Castration	CNR - Dog Castration Surgical approach to dog castration Warning: This video may contain footage of surgery, trauma, or disease. The videos were all opportunistically filmed in collaboration with animal welfare… the royal (dick) school of veterinary studies the jeanne marching international centre for animal welfare education cnr castration dog welfare fascia approach ligature suture cord skin dog layer tunic incision deferens ductus place technique pre tissue testes dogs surgery From Louise Connelly on January 28th, 2021 0 likes 33 plays Publisher Digital Education Unit Licence Type All rights reserved The University of Edinburgh Language English Date Created January 28th, 2021
21:51 Origins of Agriculture - lecture 2a Origins of Agriculture - lecture 2a	Origins of Agriculture - lecture 2a Screencast by Dr Robin Bendrey for 'The Origins of Agriculture: Reconsidering the Neolithic' enclosures evidence context construction pillars food processing stone production agriculture lecture sites animals labour layer metres animal numbers material activity hca From Robin Bendrey on January 15th, 2021 0 likes 20 plays 0 Course Code PGHC11511 Publisher The University of Edinburgh Licence Type All rights reserved The University of Edinburgh
23:47 Digestive System Overview Pt.2 Digestive System Overview Pt.2	Digestive System Overview Pt.2 Oesophagus and stomach hcp-med year 1 sustaining life stomach cells acid oesophagus hydrochloric sphincter proteins layer food mucus digestion mucosal lining barrier gastric juice enzyme duodenum intestine things From Gavin Brown on January 7th, 2021 0 likes 51 plays 0 Licence Type Creative Commons - Attribution Non Commercial Share A Like
16:14 Digestive System Overview Pt 1 Digestive System Overview Pt 1	Digestive System Overview Pt 1 Anatomy and motility hcp-med year 1 sustaining life food digestion enzymes layer oesophagus contractions layers structure bolus saliva stomach tract contraction muscle mucus intestine absorption detail process mouth From Gavin Brown on January 7th, 2021 0 likes 49 plays 0 Licence Type Creative Commons - Attribution Non Commercial Share A Like
10:31 NLU+ Lecture 4: Perceptrons NLU+ Lecture 4: Perceptrons	NLU+ Lecture 4: Perceptrons Multi Layer Perceptron informatics nlu layer function perceptron step input perceptrons functions sort representation points idea approximators thing output point lecture steps units multi threshold From Ruairi O'Hare on December 22nd, 2020 0 likes 4 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Date Created December 29th, 2020
35:48 NLU+ Lecture 4: Perceptrons NLU+ Lecture 4: Perceptrons	NLU+ Lecture 4: Perceptrons Perceptrons informatics nlu weights output input perceptron inputs threshold function thing neurons target functions logic vector things learning algorithm side point networks layer From Ruairi O'Hare on December 22nd, 2020 0 likes 13 plays 0 Licence Type All rights reserved The University of Edinburgh Language English Date Created December 29th, 2020
01:37:35 MLP Advanced NN Tutorial 05 - Transformers;… MLP Advanced NN Tutorial 05 - Transformers; Meta-Learning	MLP Advanced NN Tutorial 05 - Transformers; Meta-Learning Machine Learning Practical advanced tutorial (optional) - Session 5 (Week 11). machine learning deep learning transformers meta-learning learner training learning thing model loop things network test tasks process meta task attention gradients respect loss parameters generalisation layer From Pavlos Andreadis on December 5th, 2020 1 likes 30 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
01:41:47 MLP Advanced NN Tutorial 04 - Transformers MLP Advanced NN Tutorial 04 - Transformers	MLP Advanced NN Tutorial 04 - Transformers Machine Learning Practical advanced tutorial (optional) - Session 4 (Week 10). machine learning deep learning transformers thing attention paper access things decoder transformer layer output question vector kind point week image biases sequence encoder translation words From Pavlos Andreadis on November 30th, 2020 1 likes 34 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
31:53 MLP Lecture 10 MLP Lecture 10	MLP Lecture 10 Recurrent Neural Networks 2 mlp2020 rnn architecture units input network gate cell function image backpropagation idea networks attention instance output architectures weight layer sequence lecture context From Subramanian Ramamoorthy on November 22nd, 2020 2 likes 77 plays 0 Course Code INFR11132 Licence Type All rights reserved The University of Edinburgh Language English Date Created November 22nd, 2020

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