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DTSTART;TZID=Europe/Rome:20190614T140000
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SUMMARY:Workshop su "Machine learning in the browser" di Marcus Winter
DESCRIPTION:Aula F5 (Edificio F2)\, Dipartimento di Informatica - Università degli Studi di Salerno \n\n\n\nNell'ambito dello scambio Erasmus con University of Brighton\, verrà tenuto un workshop per studenti\, da Marcus Winter senior lecturer a Brighton. Il workshop è molto pratico con esperienze con il proprio portatile. Accludo una breve descrizione ed un programma più dettagliato.  \n\n\n\nSpeaker: Marcus Winter \n\n\n\nResearch Interests: Human-Centred Machine Learning (HCML) \n\n\n\nWith a background in Human Computer Interaction and Ubiquitous Computing\, Marcus' recent research pivots towards Human-Centred Machine Learning (HCML)\, focusing in particular on ML applications that directly interface with everyday users. Unlike previous research in this field\, which focuses primarily on implicit/indirect interaction with ML systems (e.g. recommender systems\, home automation)\, he is interested in exploring non-expert users' explicit/direct interacting with ML applications\, e.g. to customise a system for a particular context or train it for specific problems. More info at https://edgee.co.uk \n\n\n\nWorkshop: Machine learning in the browser \n\n\n\nThe workshop consists of a presentation\, covering machine learning on edge devices\, and an optional practical part where students build\, train and run a neural network image classifier in the browser.    \n\n\n\nRequirements:  \n\n\n\nComputers\, Web cam\, Chrome browser\, Code editor\n\n\n\nPrerequisites: \n\n\n\nMedium level JavaScript\n\n\n\nLearning outcomes: \n\n\n\n basic understanding of neural network concepts basic understanding of neural network types and applications  ability to build a trainable neural network running in the browser  basic understanding how training data affects predictive capabilities \n\n\n\n\n\n\n\nWorkshop programme - 1Workshop - programme - 2
URL:https://www.isislab.it/event/workshop-su-machine-learning-in-the-browser/
CATEGORIES:Seminari
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