{"id":23527,"date":"2023-09-27T21:26:38","date_gmt":"2023-09-27T21:26:38","guid":{"rendered":"https:\/\/onewerx.com\/?page_id=23527"},"modified":"2024-10-18T11:23:32","modified_gmt":"2024-10-18T11:23:32","slug":"surprise","status":"publish","type":"page","link":"https:\/\/onewerx.com\/tools\/surprise\/","title":{"rendered":"Surprise"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"23527\" class=\"elementor elementor-23527\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fd45a69 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"fd45a69\" data-element_type=\"section\" data-settings=\"{&quot;wdt_bg_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_laptop&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_position&quot;:&quot;center center&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f2cb51c\" data-id=\"f2cb51c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c3332da elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"c3332da\" data-element_type=\"section\" data-settings=\"{&quot;wdt_bg_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_laptop&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_position&quot;:&quot;center center&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-38d40e4\" data-id=\"38d40e4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-98d50fc wdt-custom-service-detail-images wdt-custom-service-detail-image-main elementor-widget elementor-widget-image\" data-id=\"98d50fc\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"525\" src=\"https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-1024x525.webp\" class=\"attachment-large size-large wp-image-30496\" alt=\"\" srcset=\"https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-1024x525.webp 1024w, https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-300x154.webp 300w, https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-768x393.webp 768w, https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-1536x787.webp 1536w, https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-1000x512.webp 1000w, https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/2024\/10\/ka-jpg.webp 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de3ca46 elementor-widget elementor-widget-qi_addons_for_elementor_animated_text\" data-id=\"de3ca46\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"qi_addons_for_elementor_animated_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"qodef-shortcode qodef-m  qodef-qi-animated-text qodef--animated-by-word  qodef-qi--has-appear qodef--appear-from-bottom\" >\n\t\t<h2 class=\"qodef-m-title\">\n\t\t<span class=\"qodef-e-word\">Surprise<\/span>\t<\/h2>\n<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9edd9f5 elementor-widget elementor-widget-text-editor\" data-id=\"9edd9f5\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Surprise, a Python scikit for building and analyzing recommender systems, is pivotal in e-commerce for developing sophisticated recommendation engines. It provides a robust platform for creating collaborative and content-based filtering models, allowing e-commerce platforms to offer personalized product suggestions and enhance user experiences.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b681c5e elementor-widget elementor-widget-qi_addons_for_elementor_animated_text\" data-id=\"b681c5e\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"qi_addons_for_elementor_animated_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"qodef-shortcode qodef-m wdt-custom-animated-text-for-side-content qodef-qi-animated-text qodef--animated-by-word  qodef-qi--has-appear qodef--appear-from-bottom\" >\n\t\t<h5 class=\"qodef-m-title\">\n\t\t<span class=\"qodef-e-word\">OneWerx:<\/span>\t<\/h5>\n<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e265814 elementor-widget elementor-widget-text-editor\" data-id=\"e265814\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In the personalized world of e-commerce, Surprise emerges as a key scikit in developing recommendation engines. It facilitates the creation of robust collaborative and content-based filtering models, allowing for the delivery of personalized product suggestions, enhancing user interactions, and driving sales.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-97c89dd elementor-section-full_width wdt-section-wrap-col elementor-section-height-default elementor-section-height-default\" data-id=\"97c89dd\" data-element_type=\"section\" data-settings=\"{&quot;wdt_bg_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_laptop&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_position&quot;:&quot;center center&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4d8ea08\" data-id=\"4d8ea08\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4e618c wdt-custom-service-detail-list elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a4e618c\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Collaborative Filtering: Analyze user behavior and preferences to suggest products.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content-Based Filtering: Recommend products based on item descriptions and attributes.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">User-Based Recommendations: Develop engines that provide personalized product suggestions based on user behavior and preferences.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-dot-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm80 248c0 44.112-35.888 80-80 80s-80-35.888-80-80 35.888-80 80-80 80 35.888 80 80z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Item-Based Recommendations: Create models that offer product suggestions based on item attributes and descriptions.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-74d4a0b\" data-id=\"74d4a0b\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45d6b91 wdt-custom-service-detail-images elementor-widget elementor-widget-image\" data-id=\"45d6b91\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/onewerx.com\/wp-content\/uploads\/sites\/17\/elementor\/thumbs\/kf-jpg-qve8qp39otywfsol7sjvl44a7i3bilguu8f65v4z1s.webp\" title=\"kf\" alt=\"kf\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ba02c73 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ba02c73\" data-element_type=\"section\" data-settings=\"{&quot;wdt_bg_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_laptop&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_position&quot;:&quot;center center&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-18a8a59\" data-id=\"18a8a59\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c70ee8a elementor-widget elementor-widget-qi_addons_for_elementor_animated_text\" data-id=\"c70ee8a\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"qi_addons_for_elementor_animated_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"qodef-shortcode qodef-m wdt-custom-animated-text-for-side-content qodef-qi-animated-text qodef--animated-by-word  qodef-qi--has-appear qodef--appear-from-bottom\" >\n\t\t<h5 class=\"qodef-m-title\">\n\t\t<span class=\"qodef-e-word\">OneWerx<\/span>\t<\/h5>\n<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-982110d elementor-widget elementor-widget-text-editor\" data-id=\"982110d\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Surprise is transforming e-commerce by enabling the development of advanced recommendation engines that deliver personalized product suggestions, enhancing user interactions and experiences.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6d1c3e elementor-widget elementor-widget-text-editor\" data-id=\"f6d1c3e\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Enhance User Experiences with Surprise! Develop Sophisticated Recommendation Engines for Personalized Product Suggestions!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8f60c4d elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"8f60c4d\" data-element_type=\"section\" data-settings=\"{&quot;wdt_bg_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_laptop&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile_extra&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;wdt_bg_position&quot;:&quot;center center&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-f6697af\" data-id=\"f6697af\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a8a0be wdt-custom-video-banner-1 elementor-widget elementor-widget-wdt-popup-box\" data-id=\"5a8a0be\" data-element_type=\"widget\" data-settings=\"{&quot;animation_on_hover&quot;:&quot;true&quot;,&quot;show_close_Button&quot;:&quot;true&quot;,&quot;esc_to_exit&quot;:&quot;true&quot;,&quot;click_to_exit&quot;:&quot;true&quot;,&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"wdt-popup-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"wdt-media-icon-animation-holder-container\"><div class=\"wdt-popup-box-trigger-holder wdt-click-element-image-n-label\" id=\"wdt-popup-box-trigger-5a8a0be\" data-settings=\"{&quot;module_id&quot;:&quot;5a8a0be&quot;,&quot;module_ref_id&quot;:&quot;wdt-popup-box-5a8a0be&quot;,&quot;popup_class&quot;:&quot;wdt-popup-box-window wdt-popup-box-window-5a8a0be wdt-fade-zoom&quot;,&quot;trigger_type&quot;:&quot;on-click&quot;,&quot;on_load_delay&quot;:null,&quot;on_load_after&quot;:null,&quot;external_class&quot;:null,&quot;external_id&quot;:null,&quot;show_close_Button&quot;:true,&quot;esc_to_exit&quot;:true,&quot;click_to_exit&quot;:true,&quot;animation_on_hover&quot;:true,&quot;mfp_src&quot;:&quot;https:\/\/www.youtube.com\/watch?v=l1TdphsR8Hc&quot;,&quot;mfp_type&quot;:&quot;iframe&quot;}\"><div class=\"wdt-popup-box-trigger-element\"><span class=\"wdt-popup-box-trigger-item wdt-popup-box-trigger-label\">Play<\/span><img decoding=\"async\" alt=\"AI E-Commerce\" src=\"https:\/\/onewerx.com\/wp-content\/uploads\/2023\/06\/service-detail-video-image-5.jpg\" class=\"wdt-popup-box-trigger-item wdt-popup-box-trigger-image\"><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccc749c elementor-widget elementor-widget-wdt-side-nav-navigation\" data-id=\"ccc749c\" data-element_type=\"widget\" data-settings=\"{&quot;wdt_animation_effect&quot;:&quot;none&quot;}\" data-widget_type=\"wdt-side-nav-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"wdt-sidenav-navigation-container \"><div class=\"wdt-sidenav-navigation-prev-wrapper\"><div class=\"wdt-sidenav-navigation-title-wrapper\"><p><a href=\"https:\/\/onewerx.com\/tools\/lightfm\/\" title=\"LightFM\">Previous Service<\/a><\/p><span class=\"zmdi zmdi-long-arrow-left zmdi-hc-fw\"><\/span><h3><a href=\"https:\/\/onewerx.com\/tools\/lightfm\/\" title=\"LightFM\">LightFM<\/a><\/h3><\/div><\/div><div class=\"wdt-sidenav-navigation-next-wrapper\"><div class=\"wdt-sidenav-navigation-title-wrapper\"><p><a href=\"https:\/\/onewerx.com\/tools\/pyomo\/\" title=\"Pyomo\">Next Service<\/a><\/p><span class=\"zmdi zmdi-long-arrow-left zmdi-hc-fw\"><\/span><h3><a href=\"https:\/\/onewerx.com\/tools\/pyomo\/\" title=\"Pyomo\">Pyomo<\/a><\/h3><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Surprise Surprise, a Python scikit for building and analyzing recommender systems, is pivotal in e-commerce for developing sophisticated recommendation engines. It provides a robust platform for creating collaborative and content-based filtering models, allowing e-commerce platforms to offer personalized product suggestions and enhance user experiences. OneWerx: In the personalized world of e-commerce, Surprise emerges as a [&hellip;]<\/p>\n","protected":false},"author":38,"featured_media":0,"parent":23566,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"tpl-side-nav.php","meta":{"footnotes":""},"class_list":["post-23527","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/pages\/23527"}],"collection":[{"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/comments?post=23527"}],"version-history":[{"count":3,"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/pages\/23527\/revisions"}],"predecessor-version":[{"id":30875,"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/pages\/23527\/revisions\/30875"}],"up":[{"embeddable":true,"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/pages\/23566"}],"wp:attachment":[{"href":"https:\/\/onewerx.com\/wp-json\/wp\/v2\/media?parent=23527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}