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02:39 MLP Lecture 05 - Clip 07 - Adam MLP Lecture 05 - Clip 07 - Adam	MLP Lecture 05 - Clip 07 - Adam Machine Learning Practical (MLP) Lecture 05, Clip 07 / 07. machine learning deep learning momentum rms prop alpha gradient hyperparameters magnitudes minus adam hinton geoffrey networks techniques art gradients importance values hyperparameter change si From Pavlos Andreadis on October 18th, 2020 1 likes 21 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
03:47 MLP Lecture 05 - Clip 06 - RMSProp MLP Lecture 05 - Clip 06 - RMSProp	MLP Lecture 05 - Clip 06 - RMSProp Machine Learning Practical (MLP) Lecture 05, Clip 06 / 07. machine learning deep learning gradient learning beta average sum descent batch gradients networks ziggurats beginning times hyperparameters prop rms magnitude weight idea rate graph From Pavlos Andreadis on October 18th, 2020 1 likes 24 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
10:38 MLP Lecture 05 - Clip 01 - Dropout MLP Lecture 05 - Clip 01 - Dropout	MLP Lecture 05 - Clip 01 - Dropout Machine Learning Practical (MLP) Lecture 05, Clip 01 / 07. machine learning deep learning units network dropout intestine training output dropouts batch activations input mini function activation inputs networks drop problem generalization subnetwork combination From Pavlos Andreadis on October 18th, 2020 1 likes 34 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
12:06 MLP Lecture 04 - Clip 04 - Overtraining &… MLP Lecture 04 - Clip 04 - Overtraining & Early stopping	MLP Lecture 04 - Clip 04 - Overtraining & Early stopping Machine Learning Practical (MLP) Lecture 04, Clip 04 / 05. machine learning deep learning network training validation idea weights error point units connections networks lectures things strategy generalization gap curve iterations image output input From Pavlos Andreadis on October 11th, 2020 1 likes 105 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
12:25 MLP Lecture 04 - Clip 03 - Data splits MLP Lecture 04 - Clip 03 - Data splits	MLP Lecture 04 - Clip 03 - Data splits Machine Learning Practical (MLP) Lecture 04, Clip 03 / 05. machine learning deep learning test validation training network model error performance networks lots cross hyperparameters decisions parameters generalization times kind models capacity exam proxy From Pavlos Andreadis on October 11th, 2020 1 likes 109 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
09:20 MLP Lecture 04 - Clip 02 - Generalisation MLP Lecture 04 - Clip 02 - Generalisation	MLP Lecture 04 - Clip 02 - Generalisation Machine Learning Practical (MLP) Lecture 04, Clip 02 / 05. machine learning deep learning network training test model validation error performance sets hyperparameters samples thing testing weights capacity proxy functions activation parameters networks kind From Pavlos Andreadis on October 11th, 2020 1 likes 109 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
13:11 MLP Lecture 04 - Clip 01 - Activation Functions MLP Lecture 04 - Clip 01 - Activation Functions	MLP Lecture 04 - Clip 01 - Activation Functions Machine Learning Practical (MLP) Lecture 04, Clip 01 / 05. machine learning deep learning function activation units gradient functions output network alpha problem linear networks sigmoids sigmoid inputs input thing minus gradients saturation things From Pavlos Andreadis on October 11th, 2020 1 likes 123 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
57:02 Do employers really care about diversity? Do employers really care about diversity?	Do employers really care about diversity? The Careers Service discuss the importance of diversity in the workplace. careers careers week things diversity kind lot bit thing prison question organization networks process employers initiatives application screen questions stuff race issue job From Phoebe O'Carroll-Moran on October 9th, 2020 0 likes 5 plays 0 Publisher Careers Service Licence Type All rights reserved The University of Edinburgh Language English (British) Date Created October 8th, 2020
48:50 Research and the “AI Revolution” \|… Research and the “AI Revolution” \| Professor Christopher Bishop \| Distinguished Lecture \| School of Informatics	Research and the “AI Revolution” \| Professor Christopher Bishop \| Distinguished Lecture \| School of Informatics Recording of Research and the “AI Revolution” - a School of Informatics Distinguished Lecture presented by Professor Christopher Bishop on 5 October 2020. Christopher Bishop is a… school of informatics artificial intelligence professor christopher bishop distinguished lecture ai revolution the university of edinburgh microsoft machine learning sort expertise molecules things ai application networks technologies examples storage algorithms process bit idea domain space parameters From Nicola Hopper on October 6th, 2020 0 likes 31 plays 0 Publisher UoE School of Informatics Licence Type All rights reserved The University of Edinburgh Language English Date Created October 5th, 2020
22:19 Lecture 5 Networks Lecture 5 Networks	Lecture 5 Networks Gareth Harrison describes the network connection aspect of the project and offers advice on approaching this effectively. hydropower networks electrical engineering power voltage network generation transformer load substation flow circuit limits demand feeder levels generator connection fault distribution conductor side statement From Gareth Harrison on September 23rd, 2020 0 likes 27 plays 0 Course Code SCEE11014 Publisher Gareth Harrison Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created September 23rd, 2020
04:52 Topic A: About the Course Lecturer, Dr Hopgood… Topic A: About the Course Lecturer, Dr Hopgood (PETARS, Welcome!)	Topic A: About the Course Lecturer, Dr Hopgood (PETARS, Welcome!) This video introduces the Course Lecturer, Dr James Hopgood, and tells you a little about himself in a professional capacity and his research interests. This video also discusses the Institute of… pgee11164 methods networks communications processing signal signals image carlo monte techniques speech applications room interests projects companies devices targets tracking localization edinburgh institute sonar semester method challenge From James Hopgood on September 15th, 2020 0 likes 79 plays 0 Course Code PGEE11164 Licence Type All rights reserved Date Created September 15th, 2020
14:28 28b 28b	28b Dynamic Bayesian Networks II battery meter model level probability reading zeros error sequence transition inference lots failure curve bell point readings speed networks base From Alexandra Lascarides on July 23rd, 2020 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh
10:48 Supervised Learning Supervised Learning	Supervised Learning Supervised Learning hds tree decision classification training learning networks regression trees layers values neighbors variables output prediction model algorithm examples neuron node york From Dimitrios Doudesis on June 17th, 2020 0 likes 88 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution Share A Like
01:59 Network Analysis for Precision Medicine Network Analysis for Precision Medicine	Network Analysis for Precision Medicine Network Analysis for Precision Medicine hds care science methods healthcare process innovation discipline passion topics implications experience reporting analysis sites processes techniques learning machine predictions cancer systems biology patterns expression cells medicine precision treatment response models network networks types diseases future potential approach direction From Dimitrios Doudesis on June 1st, 2020 0 likes 83 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution
05:19 Biological Networks Biological Networks	Biological Networks Biological Networks hds care science methods healthcare process innovation future discipline passion topics implications experience reporting analysis sites processes techniques learning machine predictions protein networks cell interaction metabolic edges network cancer genes disease nodes interactions proteins breast relationship growth reaction gene metabolites From Dimitrios Doudesis on June 1st, 2020 0 likes 93 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution
03:48 Representing Networks Representing Networks	Representing Networks Representing Networks hds care science methods healthcare process innovation future discipline passion topics implications experience reporting analysis sites processes techniques learning machine predictions edges network graph nodes networks values graphs matrix relationship degree node edge adjacency direction connections properties representations matrices protein orientation From Dimitrios Doudesis on June 1st, 2020 0 likes 89 plays 0 Course Code GLHE11086 Licence Type Creative Commons - Attribution

Search for tag: "networks"

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