{"id":6975,"date":"2024-04-05T14:48:47","date_gmt":"2024-04-05T12:48:47","guid":{"rendered":"https:\/\/blog.rwth-aachen.de\/itc-events\/?post_type=tribe_events&#038;p=6975"},"modified":"2024-05-23T09:36:20","modified_gmt":"2024-05-23T07:36:20","slug":"nhr4ces-training-distributed-and-federated-learning","status":"publish","type":"tribe_events","link":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/event\/nhr4ces-training-distributed-and-federated-learning\/","title":{"rendered":"NHR4CES &#8211; Training: Distributed- and Federated Learning"},"content":{"rendered":"<p><strong><a href=\"https:\/\/blog.rwth-aachen.de\/itc-events\/files\/2022\/09\/NHR4CES_RGB.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright size-medium wp-image-6093\" src=\"https:\/\/blog.rwth-aachen.de\/itc-events\/files\/2022\/09\/NHR4CES_RGB-300x130.jpg\" alt=\"Logo NHR4CES\" width=\"300\" height=\"130\" srcset=\"https:\/\/blog.rwth-aachen.de\/itc-events\/files\/2022\/09\/NHR4CES_RGB-300x130.jpg 300w, https:\/\/blog.rwth-aachen.de\/itc-events\/files\/2022\/09\/NHR4CES_RGB-768x334.jpg 768w, https:\/\/blog.rwth-aachen.de\/itc-events\/files\/2022\/09\/NHR4CES_RGB.jpg 778w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>Name:\u00a0<\/strong><strong>Training: Distributed- and Federated Learning<\/strong><\/p>\n<p><strong>Date: <\/strong>Date: June 6, 09.00 am &#8211; 01.00 pm, 2024<\/p>\n<p><b>Format: <\/b>Online<\/p>\n<p><a href=\"https:\/\/www.nhr4ces.de\/2024-06-06-training-distributed-and-federated-learning\/\" target=\"_blank\" rel=\"noopener\"><strong>More Information &amp; Register<\/strong><\/a><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h3><span style=\"color: #f6a800;\">Description<\/span><\/h3>\n<p><strong>Short abstract:<\/strong><\/p>\n<p>Today more data is gathered than ever before. This does not only hold for economic data, but also for research-data. At the same time, the need for ML-methods is higher than ever in research and other domains. Often the datasets used in ML-tasks are too big to be processed by a single work-station or even a single server. Distributed- and Federated Learning help to handle large datasets in a distributed way, even with privacy-guarantees in the case of Federated Learning. This workshop will introduce methods of both, Distributed Learning and Federated Learning by giving both, a theoretical and practical view on these learning-frameworks.<\/p>","protected":false},"excerpt":{"rendered":"<p>Name:\u00a0Training: Distributed- and Federated Learning Date: Date: June 6, 09.00 am &#8211; 01.00 pm, 2024 Format: Online More Information &amp; Register \u00a0 &nbsp; Description Short abstract: Today more data is [&hellip;]<\/p>\n","protected":false},"author":2589,"featured_media":0,"template":"","meta":{"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"tags":[81,136],"tribe_events_cat":[22,134,39],"class_list":["post-6975","tribe_events","type-tribe_events","status-publish","hentry","tag-nhr4ces","tag-training-distributed-and-federated-learning","tribe_events_cat-hpcevents","tribe_events_cat-nhr4ces-events","tribe_events_cat-wiederkehrend","cat_hpcevents","cat_nhr4ces-events","cat_wiederkehrend"],"ticketed":false,"_links":{"self":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tribe_events\/6975","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/users\/2589"}],"version-history":[{"count":3,"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tribe_events\/6975\/revisions"}],"predecessor-version":[{"id":6978,"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tribe_events\/6975\/revisions\/6978"}],"wp:attachment":[{"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/media?parent=6975"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tags?post=6975"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/blog.rwth-aachen.de\/itc-events\/en\/wp-json\/wp\/v2\/tribe_events_cat?post=6975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}