{"id":24752,"date":"2024-08-13T08:49:46","date_gmt":"2024-08-13T07:49:46","guid":{"rendered":"https:\/\/myclouddoor.com\/?post_type=portfolio&#038;p=24752"},"modified":"2024-08-16T12:18:40","modified_gmt":"2024-08-16T11:18:40","slug":"retail-machine-deep-learning-optimization","status":"publish","type":"portfolio","link":"https:\/\/myclouddoor.es\/en\/portfolio-item\/retail-machine-deep-learning-optimization\/","title":{"rendered":"Retail &#8211; Machine &amp; Deep Learning Optimization"},"content":{"rendered":"\n<p>THE CHALLENGE &#8211; REQUIREMENTS<\/p>\n\n\n\n<p>Find a parallelization alternative for the training of neural models for massive data, seeking that the result is scalable and adaptive according to the amount and type of data that is processed.<\/p>\n\n\n\n<p>THE SOLUTION &#8211; BENEFITS<\/p>\n\n\n\n<p>myCloudDoor proposes the development of a training strategy that includes libraries such as Horovod and MirroredRunner, all this executed on a Databricks environment, for the creation of the model, Keras and Tensorflow libraries are used, which take advantage of the technology proposed by Azure.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>THE CHALLENGE &#8211; REQUIREMENTS Find a parallelization alternative for the training of neural models for massive data, seeking that the result is scalable and adaptive according<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":5,"featured_media":24724,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"portfolio-types":[233],"class_list":["post-24752","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-types-use-cases"],"_links":{"self":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/portfolio\/24752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/comments?post=24752"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media\/24724"}],"wp:attachment":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media?parent=24752"}],"wp:term":[{"taxonomy":"portfolio-types","embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/portfolio-types?post=24752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}