{"id":24763,"date":"2024-08-16T13:04:05","date_gmt":"2024-08-16T12:04:05","guid":{"rendered":"https:\/\/myclouddoor.com\/?post_type=portfolio&#038;p=24763"},"modified":"2024-08-16T13:07:12","modified_gmt":"2024-08-16T12:07:12","slug":"retail-azure-machine-learning-platform","status":"publish","type":"portfolio","link":"https:\/\/myclouddoor.es\/en\/portfolio-item\/retail-azure-machine-learning-platform\/","title":{"rendered":"Retail &#8211; Azure  Machine Learning Platform"},"content":{"rendered":"\n<p>THE CHALLENGE &#8211; REQUIREMENTS<\/p>\n\n\n\n<p>The client currently has all their data and BI processes in AWS. While it is a solid cloud provider, Machine Learning tools require a steep learning curve for the users. The client want to use Azure Machine Learning studio while keeping their data in AWS.<\/p>\n\n\n\n<p>THE SOLUTION &#8211; BENEFITS<\/p>\n\n\n\n<p>myCloudDoor deployed a Machine Learning development platform on Azure and developed ad-hoc ETL pipelines on Synapse to migrate the required data from AWS to Azure and be able to use it on Azure Machine Learning Studio. myCloudDoor was also responsible for the training sessions on the tool.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>THE CHALLENGE &#8211; REQUIREMENTS The client currently has all their data and BI processes in AWS. While it is a solid cloud provider, Machine Learning tools<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":5,"featured_media":24732,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"portfolio-types":[233],"class_list":["post-24763","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\/24763","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=24763"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media\/24732"}],"wp:attachment":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media?parent=24763"}],"wp:term":[{"taxonomy":"portfolio-types","embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/portfolio-types?post=24763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}