{"id":24753,"date":"2024-08-13T09:09:03","date_gmt":"2024-08-13T08:09:03","guid":{"rendered":"https:\/\/myclouddoor.com\/?post_type=portfolio&#038;p=24753"},"modified":"2024-08-16T12:20:28","modified_gmt":"2024-08-16T11:20:28","slug":"pharma-customer-segmentation","status":"publish","type":"portfolio","link":"https:\/\/myclouddoor.es\/en\/portfolio-item\/pharma-customer-segmentation\/","title":{"rendered":"Pharma &#8211; Customer segmentation"},"content":{"rendered":"\n<p>THE CHALLENGE &#8211; REQUIREMENTS<\/p>\n\n\n\n<p>The client wanted to improve their business strategy and make more effective by implementing a Client Segmentation<br>analysis to closely align their strategy and tactics, and better target, their customers.<\/p>\n\n\n\n<p>THE SOLUTION &#8211; BENEFITS<\/p>\n\n\n\n<p>myCloudDoor developed a Clustering Machine Learning model using KNN algorithm to divide the customers into segments based on common characteristics found in the EDA phase.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>THE CHALLENGE &#8211; REQUIREMENTS The client wanted to improve their business strategy and make more effective by implementing a Client Segmentationanalysis to closely align their strategy<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":5,"featured_media":24726,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"portfolio-types":[233],"class_list":["post-24753","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\/24753","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=24753"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media\/24726"}],"wp:attachment":[{"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/media?parent=24753"}],"wp:term":[{"taxonomy":"portfolio-types","embeddable":true,"href":"https:\/\/myclouddoor.es\/en\/wp-json\/wp\/v2\/portfolio-types?post=24753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}