{"id":15247,"date":"2024-04-06T18:52:42","date_gmt":"2024-04-06T18:52:42","guid":{"rendered":"https:\/\/greensqa.com\/?page_id=15247"},"modified":"2024-04-07T00:50:54","modified_gmt":"2024-04-07T00:50:54","slug":"testing-machine-learning-models","status":"publish","type":"page","link":"https:\/\/greensqa.com\/en\/services-briefcase\/specialized-solutions\/testing-machine-learning-models\/","title":{"rendered":"Testing Machine Learning Models"},"content":{"rendered":"<div id='av-layout-grid-1'  class='av-layout-grid-container av-lo7db3lu-b81805d936ef025eb641482a852edb28 entry-content-wrapper main_color av-flex-cells  avia-builder-el-0  el_before_av_section  avia-builder-el-first   container_wrap sidebar_right'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-147s1xe-5e91c25106da0227daf14d8395914f4a\">\n.flex_cell.av-147s1xe-5e91c25106da0227daf14d8395914f4a{\nvertical-align:top;\nheight:600px;\nmin-height:600px;\nbackground:url(https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning.avif) 50% 50% no-repeat scroll #4b4484;\n}\n.responsive #top #wrap_all .flex_cell.av-147s1xe-5e91c25106da0227daf14d8395914f4a{\npadding:30px 30px 30px 30px !important;\n}\n<\/style>\n<div class='flex_cell av-147s1xe-5e91c25106da0227daf14d8395914f4a av-gridrow-cell av_one_half no_margin  avia-builder-el-1  el_before_av_cell_one_half  avia-builder-el-first  content-align-top avia-full-stretch'  ><div class='flex_cell_inner'><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-zjeo1u-efc1058aaf0b82fd3dcfca0d443beb8c\">\n.flex_cell.av-zjeo1u-efc1058aaf0b82fd3dcfca0d443beb8c{\nvertical-align:middle;\nheight:600px;\nmin-height:600px;\nbackground-color:#3545f5;\n}\n.responsive #top #wrap_all .flex_cell.av-zjeo1u-efc1058aaf0b82fd3dcfca0d443beb8c{\npadding:30px 60px 30px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-zjeo1u-efc1058aaf0b82fd3dcfca0d443beb8c av-gridrow-cell av_one_half no_margin  avia-builder-el-2  el_after_av_cell_one_half  avia-builder-el-last  content-align-middle'  ><div class='flex_cell_inner'><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336\">\n#top .av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336{\npadding-bottom:10px;\ncolor:#ffffff;\nfont-size:55px;\n}\nbody .av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .av-special-heading-tag{\nfont-size:55px;\n}\n.av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-luot0lsi-d6bf36a29c893c81b2dc7eb02e9d8336 av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-3  el_before_av_textblock  avia-builder-el-first  av-inherit-size'><h1 class='av-special-heading-tag '  >Testing Machine<br \/>\nLearning Models<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo7e8ia3-8f724844d6ff9c67a259e016fa60af01\">\n#top .av_textblock_section.av-lo7e8ia3-8f724844d6ff9c67a259e016fa60af01 .avia_textblock{\nfont-size:20px;\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-lo7e8ia3-8f724844d6ff9c67a259e016fa60af01 '  ><div class='avia_textblock av_inherit_color' ><p style=\"text-align: center;\">The objective of these tests is to evaluate and improve the performance of Machine Learning models to ensure their effectiveness in practical applications before they are released into a production environment.<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e\">\n#top .hr.hr-invisible.av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e hr-invisible  avia-builder-el-5  el_after_av_textblock  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<\/div><\/div>\n<\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7kv8qq-90f0abcbb36976b9a216c1c94de43519\">\n.avia-section.av-7kv8qq-90f0abcbb36976b9a216c1c94de43519{\nbackground-color:#f1f1f1;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-7kv8qq-90f0abcbb36976b9a216c1c94de43519 main_color avia-section-huge avia-no-border-styling  avia-builder-el-6  el_after_av_layout_row  el_before_av_section  avia-bg-style-fixed container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-lo6bx6o0-8bfbe5102a38f3eb39c3a9e1a40374ae sc-av_one_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6bx6o0-8bfbe5102a38f3eb39c3a9e1a40374ae\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lo6bx6o0-8bfbe5102a38f3eb39c3a9e1a40374ae{\nmargin-top:-250px;\nmargin-bottom:0;\n}\n.flex_column.av-lo6bx6o0-8bfbe5102a38f3eb39c3a9e1a40374ae{\nborder-radius:0px 0px 0px 0px;\npadding:40px 20px 40px 20px;\nbackground-color:#76a003;\n}\n<\/style>\n<div  class='flex_column av-lo6bx6o0-8bfbe5102a38f3eb39c3a9e1a40374ae av_one_third  avia-builder-el-7  el_before_av_one_third  avia-builder-el-first  first no_margin flex_column_table_cell av-equal-height-column av-align-top avia-link-column av-column-link  '    data-link-column-url=\"#staffing\"   ><a class=\"av-screen-reader-only\" href=#staffing >Follow a manual added link<\/a><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6b2acj-57baf331a38ae485d8c0ce86d18ea104\">\n.av_font_icon.av-lo6b2acj-57baf331a38ae485d8c0ce86d18ea104{\ncolor:#ffffff;\nborder-color:#ffffff;\n}\n.avia-svg-icon.av-lo6b2acj-57baf331a38ae485d8c0ce86d18ea104 svg:first-child{\nstroke:#ffffff;\nfill:#ffffff;\n}\n.av_font_icon.av-lo6b2acj-57baf331a38ae485d8c0ce86d18ea104 .av-icon-char{\nfont-size:50px;\nline-height:50px;\n}\n<\/style>\n<span  class='av_font_icon av-lo6b2acj-57baf331a38ae485d8c0ce86d18ea104 avia_animate_when_visible av-icon-style- avia-icon-pos-center avia-iconfont avia-font-fontello avia-icon-animate'><span class='av-icon-char' data-av_icon='\ue813' data-av_iconfont='fontello' aria-hidden=\"true\" ><\/span><\/span><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa\">\n#top .hr.hr-invisible.av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa{\nheight:40px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa hr-invisible  avia-builder-el-9  el_after_av_font_icon  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6cpkah-a7731e1d229901337f632e0b768ef48b\">\n#top .av_textblock_section.av-lo6cpkah-a7731e1d229901337f632e0b768ef48b .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-lo6cpkah-a7731e1d229901337f632e0b768ef48b '  ><div class='avia_textblock av_inherit_color' ><h3 style=\"text-align: center;\"><span class=\"HwtZe\" lang=\"en\"><span class=\"jCAhz ChMk0b\"><span class=\"ryNqvb\">DIVISION OF DATA<\/span><\/span><\/span><\/h3>\n<p style=\"text-align: center;\"><span class=\"HwtZe\" lang=\"en\"><span class=\"jCAhz ChMk0b\"><span class=\"ryNqvb\">There are three phases for splitting data sets: training, evaluation and test data. We focus on the test data.<\/span><\/span><\/span><\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a\">\n#top .hr.hr-invisible.av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a hr-invisible  avia-builder-el-11  el_after_av_textblock  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6bxgci-9ffc065c6e3849d0ba82cb0798ee97cc\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lo6bxgci-9ffc065c6e3849d0ba82cb0798ee97cc{\nmargin-top:-250px;\nmargin-bottom:0;\n}\n.flex_column.av-lo6bxgci-9ffc065c6e3849d0ba82cb0798ee97cc{\nborder-radius:0 0 0 0;\npadding:40px 20px 40px 20px;\nbackground-color:#70c405;\n}\n<\/style>\n<div  class='flex_column av-lo6bxgci-9ffc065c6e3849d0ba82cb0798ee97cc av_one_third  avia-builder-el-12  el_after_av_one_third  el_before_av_one_third  no_margin flex_column_table_cell av-equal-height-column av-align-top avia-link-column av-column-link  '    data-link-column-url=\"#soluciones\"   ><a class=\"av-screen-reader-only\" href=#soluciones >Follow a manual added link<\/a><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6b2acj-a155c16e719d2417a88d267aef3e6549\">\n.av_font_icon.av-lo6b2acj-a155c16e719d2417a88d267aef3e6549{\ncolor:#ffffff;\nborder-color:#ffffff;\n}\n.avia-svg-icon.av-lo6b2acj-a155c16e719d2417a88d267aef3e6549 svg:first-child{\nstroke:#ffffff;\nfill:#ffffff;\n}\n.av_font_icon.av-lo6b2acj-a155c16e719d2417a88d267aef3e6549 .av-icon-char{\nfont-size:50px;\nline-height:50px;\n}\n<\/style>\n<span  class='av_font_icon av-lo6b2acj-a155c16e719d2417a88d267aef3e6549 avia_animate_when_visible av-icon-style- avia-icon-pos-center avia-iconfont avia-font-entypo-fontello avia-icon-animate'><span class='av-icon-char' data-av_icon='\ue8a2' data-av_iconfont='entypo-fontello' aria-hidden=\"true\" ><\/span><\/span><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa\">\n#top .hr.hr-invisible.av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa{\nheight:40px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa hr-invisible  avia-builder-el-14  el_after_av_font_icon  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6cpkah-a7731e1d229901337f632e0b768ef48b\">\n#top .av_textblock_section.av-lo6cpkah-a7731e1d229901337f632e0b768ef48b .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-lo6cpkah-a7731e1d229901337f632e0b768ef48b '  ><div class='avia_textblock av_inherit_color' ><h3 style=\"text-align: center;\">EVALUATION METRICS<\/h3>\n<p style=\"text-align: center;\">They help to evaluate the performance of the model based on the type of problem to be solved.<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a\">\n#top .hr.hr-invisible.av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a hr-invisible  avia-builder-el-16  el_after_av_textblock  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6bxsgi-2010ca55e12978bbd1c9d21d094eba6d\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lo6bxsgi-2010ca55e12978bbd1c9d21d094eba6d{\nmargin-top:-250px;\nmargin-bottom:0;\n}\n.flex_column.av-lo6bxsgi-2010ca55e12978bbd1c9d21d094eba6d{\nborder-radius:0px 0px 0px 0px;\npadding:40px 20px 40px 20px;\nbackground-color:#8ad947;\n}\n<\/style>\n<div  class='flex_column av-lo6bxsgi-2010ca55e12978bbd1c9d21d094eba6d av_one_third  avia-builder-el-17  el_after_av_one_third  avia-builder-el-last  no_margin flex_column_table_cell av-equal-height-column av-align-top avia-link-column av-column-link  '    data-link-column-url=\"#conocimiento\"   ><a class=\"av-screen-reader-only\" href=#conocimiento >Follow a manual added link<\/a><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6b2acj-d735a43c3c3294154245f665601618d8\">\n.av_font_icon.av-lo6b2acj-d735a43c3c3294154245f665601618d8{\ncolor:#ffffff;\nborder-color:#ffffff;\n}\n.avia-svg-icon.av-lo6b2acj-d735a43c3c3294154245f665601618d8 svg:first-child{\nstroke:#ffffff;\nfill:#ffffff;\n}\n.av_font_icon.av-lo6b2acj-d735a43c3c3294154245f665601618d8 .av-icon-char{\nfont-size:50px;\nline-height:50px;\n}\n<\/style>\n<span  class='av_font_icon av-lo6b2acj-d735a43c3c3294154245f665601618d8 avia_animate_when_visible av-icon-style- avia-icon-pos-center avia-iconfont avia-font-entypo-fontello avia-icon-animate'><span class='av-icon-char' data-av_icon='\ue8de' data-av_iconfont='entypo-fontello' aria-hidden=\"true\" ><\/span><\/span><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa\">\n#top .hr.hr-invisible.av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa{\nheight:40px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-bc473c4a072a1ae5894f9febbe78a6fa hr-invisible  avia-builder-el-19  el_after_av_font_icon  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6cpkah-a7731e1d229901337f632e0b768ef48b\">\n#top .av_textblock_section.av-lo6cpkah-a7731e1d229901337f632e0b768ef48b .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-lo6cpkah-a7731e1d229901337f632e0b768ef48b '  ><div class='avia_textblock av_inherit_color' ><h3 style=\"text-align: center;\">CONTINUOUS MONITORING<\/h3>\n<p style=\"text-align: center;\">Continuous monitoring, also known as &#8220;<strong>continuous tracking<\/strong>&#8220;, is a process that involves constantly monitoring the evolution of metrics.<strong><br \/>\n<\/strong><\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a\">\n#top .hr.hr-invisible.av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-lo6behrc-4fae3ee07bbbc99771b1379e8b610a7a hr-invisible  avia-builder-el-21  el_after_av_textblock  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_2'  class='avia-section av-49hpjg-28af379464df943a5199b089a66a47ba main_color avia-section-default avia-no-border-styling  avia-builder-el-22  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-52jsng-4a972b9d9c69339dce0c0015acbbe2e9\">\n.flex_column.av-52jsng-4a972b9d9c69339dce0c0015acbbe2e9{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-52jsng-4a972b9d9c69339dce0c0015acbbe2e9 av_one_half  avia-builder-el-23  el_before_av_one_half  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e\">\n#top .hr.hr-invisible.av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-lo7f4okj-b37f1ef0c0803ecf41a69e1fb807f87e hr-invisible  avia-builder-el-24  el_before_av_textblock  avia-builder-el-first '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-1dif6ak-91fd6eabe521be7b6b62e884350017f6 '  ><div class='avia_textblock av_inherit_color' ><p>A <strong>Machine Learning<\/strong> model is a representation of a process or system that is built using machine learning algorithms and a large data set. These models are used to make predictions, classify data or make decisions based on data inputs. More and more sectors and industries are applying these new technologies to their businesses.<\/p>\n<p>In this way, <strong>Machine Learning<\/strong> models in artificial intelligence allow computers to learn from a large amount of data, to make predictions or provide results without the need for explicit programming.<\/p>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-1dif6ak-91fd6eabe521be7b6b62e884350017f6 '  ><div class='avia_textblock av_inherit_color' ><p>Our <strong>Machine Learning Model Testing service <\/strong>allows developers and data scientists to test, compare and evaluate the performance of their machine learning models, in order to have a benchmark according to the company&#8217;s objectives.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-52jsng-4d72eb057da92f4369768c50e33e273a\">\n.flex_column.av-52jsng-4d72eb057da92f4369768c50e33e273a{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-52jsng-4d72eb057da92f4369768c50e33e273a av_one_half  avia-builder-el-27  el_after_av_one_half  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-e6c1898f891db97be15be57f4724471c\">\n.avia-image-container.av-3tc7sn-e6c1898f891db97be15be57f4724471c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-e6c1898f891db97be15be57f4724471c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-e6c1898f891db97be15be57f4724471c av-styling- avia-align-center  avia-builder-el-28  avia-builder-el-no-sibling '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-15188 avia-img-lazy-loading-not-15188 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-01.png\" alt='' title='machine-learning-01'  height=\"495\" width=\"553\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-01.png 553w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-01-300x269.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-01-450x403.png 450w\" sizes=\"(max-width: 553px) 100vw, 553px\" \/><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-2ca28d4b9e5104295a25b98f2603987f\">\n.avia-section.av-99x97g-2ca28d4b9e5104295a25b98f2603987f{\nbackground-color:#9d8bc0;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_3'  class='avia-section av-99x97g-2ca28d4b9e5104295a25b98f2603987f alternate_color avia-section-default avia-no-shadow  avia-builder-el-29  el_after_av_section  el_before_av_section  avia-bg-style-parallax container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5sz870-0c75c2f8247a03fcdcd8af7023668fae\">\n.flex_column.av-5sz870-0c75c2f8247a03fcdcd8af7023668fae{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-5sz870-0c75c2f8247a03fcdcd8af7023668fae av_one_full  avia-builder-el-30  avia-builder-el-no-sibling  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luofygvq-8265deccfc53cd66d0abea40465729c2\">\n#top .av-special-heading.av-luofygvq-8265deccfc53cd66d0abea40465729c2{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-luofygvq-8265deccfc53cd66d0abea40465729c2 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luofygvq-8265deccfc53cd66d0abea40465729c2 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-luofygvq-8265deccfc53cd66d0abea40465729c2 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luofygvq-8265deccfc53cd66d0abea40465729c2 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-31  avia-builder-el-no-sibling '><h2 class='av-special-heading-tag '  >We help optimize the performance of your Machine Learning models, reduce biases, support metrics monitoring and integrate with your OLM process.<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_4'  class='avia-section av-lctmzd25-7a0c4101b88f88dbf4e4432bcb0e6b05 main_color avia-section-default avia-no-border-styling  avia-builder-el-32  el_after_av_section  el_before_av_section  avia-bg-style-fixed container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luosznp0-c274beccba0afb1b75db0391e4318c63\">\n#top .av-special-heading.av-luosznp0-c274beccba0afb1b75db0391e4318c63{\npadding-bottom:40px;\n}\nbody .av-special-heading.av-luosznp0-c274beccba0afb1b75db0391e4318c63 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luosznp0-c274beccba0afb1b75db0391e4318c63 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luosznp0-c274beccba0afb1b75db0391e4318c63 av-special-heading-h1 blockquote modern-quote modern-centered  avia-builder-el-33  el_before_av_textblock  avia-builder-el-first '><h1 class='av-special-heading-tag '  >BENEFITS<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<section  class='av_textblock_section av-1dif6ak-980040febd65b1899c35e6778567b38a '  ><div class='avia_textblock' ><p style=\"text-align: center;\">The benefits of a <strong>Machine Learning<\/strong> Model Testing service include:<\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ofco7g-96befee88a83b6099ceb9909ac161b86\">\n#top .hr.hr-invisible.av-ofco7g-96befee88a83b6099ceb9909ac161b86{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ofco7g-96befee88a83b6099ceb9909ac161b86 hr-invisible  avia-builder-el-35  el_after_av_textblock  el_before_av_one_third '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb\">\n.flex_column.av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb av_one_third  avia-builder-el-36  el_after_av_hr  el_before_av_one_third  first flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-dc9b537d61cda9ebbfe06acbd0645f1a\">\n.avia-image-container.av-3tc7sn-dc9b537d61cda9ebbfe06acbd0645f1a img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-dc9b537d61cda9ebbfe06acbd0645f1a .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-dc9b537d61cda9ebbfe06acbd0645f1a av-styling- avia-align-center  avia-builder-el-37  el_before_av_textblock  avia-builder-el-first '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-9564 avia-img-lazy-loading-not-9564 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-80x80.png\" alt='' title='Generaci\u00f3ndeData'  height=\"80\" width=\"80\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-80x80.png 80w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-300x300.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-36x36.png 36w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-180x180.png 180w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-120x120.png 120w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData-450x450.png 450w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/GeneraciondeData.png 500w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-1dif6ak-980040febd65b1899c35e6778567b38a '  ><div class='avia_textblock' ><h3 style=\"text-align: center;\"><strong><span class=\"TextRun SCXW57629875 BCX2\" lang=\"ES-CO\" xml:lang=\"ES-CO\" data-contrast=\"auto\"><span class=\"NormalTextRun CommentStart CommentHighlightPipeClickedV2 CommentHighlightClicked SCXW57629875 BCX2\">Dataset Creation<br \/>\n<\/span><\/span><\/strong><\/h3>\n<p>We provide a test <strong>dataset<\/strong> which is a carefully selected data set prepared to verify the performance of the model. Its creation is a crucial step in machine learning.<\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14cedyk-218f1349d0b61db152e0ff151019d980\">\n.flex_column.av-14cedyk-218f1349d0b61db152e0ff151019d980{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-14cedyk-218f1349d0b61db152e0ff151019d980 av_one_third  avia-builder-el-39  el_after_av_one_third  el_before_av_one_third  flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-3ca8a82953b1e05d959b5b24c5e88163\">\n.avia-image-container.av-3tc7sn-3ca8a82953b1e05d959b5b24c5e88163 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-3ca8a82953b1e05d959b5b24c5e88163 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-3ca8a82953b1e05d959b5b24c5e88163 av-styling- avia-align-center  avia-builder-el-40  el_before_av_textblock  avia-builder-el-first '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-9609 avia-img-lazy-loading-not-9609 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-80x80.png\" alt='' title='DeudaTecnica'  height=\"80\" width=\"80\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-80x80.png 80w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-300x300.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-36x36.png 36w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-180x180.png 180w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-120x120.png 120w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica-450x450.png 450w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/DeudaTecnica.png 500w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-1dif6ak-980040febd65b1899c35e6778567b38a '  ><div class='avia_textblock' ><h3 style=\"text-align: center;\"><strong><span class=\"TextRun SCXW112900435 BCX2\" lang=\"ES-CO\" xml:lang=\"ES-CO\" data-contrast=\"auto\">Consistent Evaluation<br \/>\n<\/span><\/strong><\/h3>\n<p><span data-contrast=\"auto\">The model is tested against the Dataset to identify and correct potential problems in the model prior to release to production, leading to better performance and more accurate results.<br \/>\n<\/span><\/p>\n<p><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<\/div><\/section><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14cedyk-218f1349d0b61db152e0ff151019d980\">\n.flex_column.av-14cedyk-218f1349d0b61db152e0ff151019d980{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-14cedyk-218f1349d0b61db152e0ff151019d980 av_one_third  avia-builder-el-42  el_after_av_one_third  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-65ac3470becef082c95b5f0050308f83\">\n.avia-image-container.av-3tc7sn-65ac3470becef082c95b5f0050308f83 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-65ac3470becef082c95b5f0050308f83 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-65ac3470becef082c95b5f0050308f83 av-styling- avia-align-center  avia-builder-el-43  el_before_av_textblock  avia-builder-el-first '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-9589 avia-img-lazy-loading-not-9589 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-80x80.png\" alt='' title='Cloud'  height=\"80\" width=\"80\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-80x80.png 80w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-300x300.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-36x36.png 36w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-180x180.png 180w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-120x120.png 120w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud-450x450.png 450w, https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/Cloud.png 500w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-1dif6ak-980040febd65b1899c35e6778567b38a '  ><div class='avia_textblock' ><h3 style=\"text-align: center;\"><strong><span class=\"TextRun SCXW112900435 BCX2\" lang=\"ES-CO\" xml:lang=\"ES-CO\" data-contrast=\"auto\">Results Visualization:<br \/>\n<\/span><\/strong><\/h3>\n<p>Facilitates visualization of results and performance metrics, which helps to better understand the behavior of the model.<\/p>\n<p><span data-contrast=\"auto\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{\">\u00a0<\/span><\/p>\n<\/div><\/section><\/p><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_5'  class='avia-section av-lctmzd25-7a0c4101b88f88dbf4e4432bcb0e6b05 main_color avia-section-default avia-no-border-styling  avia-builder-el-45  el_after_av_section  el_before_av_section  avia-bg-style-fixed container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb\">\n.flex_column.av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-14cedyk-d64f08b3b67b64424a048ff80f93a3fb av_one_half  avia-builder-el-46  el_before_av_one_half  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><section  class='av_textblock_section av-1dif6ak-980040febd65b1899c35e6778567b38a '  ><div class='avia_textblock' ><p>In summary, our <strong>Machine Learning<\/strong> Model Testing service provides key tools and functionalities to improve the quality and effectiveness of <strong>Machine Learning<\/strong> models, contributing to more efficient and successful development of machine learning applications.<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-14cedyk-218f1349d0b61db152e0ff151019d980\">\n.flex_column.av-14cedyk-218f1349d0b61db152e0ff151019d980{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-14cedyk-218f1349d0b61db152e0ff151019d980 av_one_half  avia-builder-el-48  el_after_av_one_half  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-06670a42bee5d89656a08feda492b5d2\">\n.avia-image-container.av-3tc7sn-06670a42bee5d89656a08feda492b5d2 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-06670a42bee5d89656a08feda492b5d2 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-06670a42bee5d89656a08feda492b5d2 av-styling- avia-align-center  avia-builder-el-49  avia-builder-el-no-sibling '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-15175 avia-img-lazy-loading-not-15175 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning.png\" alt='' title='machine-learning'  height=\"235\" width=\"600\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning.png 600w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-300x118.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/machine-learning-450x176.png 450w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-2ca28d4b9e5104295a25b98f2603987f\">\n.avia-section.av-99x97g-2ca28d4b9e5104295a25b98f2603987f{\nbackground-color:#9d8bc0;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_6'  class='avia-section av-99x97g-2ca28d4b9e5104295a25b98f2603987f alternate_color avia-section-default avia-no-shadow  avia-builder-el-50  el_after_av_section  el_before_av_section  avia-bg-style-parallax container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5sz870-0c75c2f8247a03fcdcd8af7023668fae\">\n.flex_column.av-5sz870-0c75c2f8247a03fcdcd8af7023668fae{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-5sz870-0c75c2f8247a03fcdcd8af7023668fae av_one_full  avia-builder-el-51  avia-builder-el-no-sibling  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luog3b14-712a42388304c68990445c668fa27022\">\n#top .av-special-heading.av-luog3b14-712a42388304c68990445c668fa27022{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-luog3b14-712a42388304c68990445c668fa27022 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luog3b14-712a42388304c68990445c668fa27022 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-luog3b14-712a42388304c68990445c668fa27022 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luog3b14-712a42388304c68990445c668fa27022 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-52  avia-builder-el-no-sibling '><h2 class='av-special-heading-tag '  >Save time and resources when implementing Machine Learning models, thanks to our tests that guarantee reliable and accurate results.<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-5e3485fd7795ecdf399dc01254110dfb\">\n.avia-section.av-99x97g-5e3485fd7795ecdf399dc01254110dfb .av-parallax .av-parallax-inner{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/TEXTURAS-08-1030x579.png);\nbackground-position:50% 0%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='av_section_7'  class='avia-section av-99x97g-5e3485fd7795ecdf399dc01254110dfb alternate_color avia-section-default avia-no-shadow  avia-builder-el-53  el_after_av_section  el_before_av_section  avia-full-stretch av-parallax-section avia-bg-style-parallax container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner alternate_color avia-full-stretch'><\/div><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a\">\n#top .av-special-heading.av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a{\npadding-bottom:40px;\ncolor:#1d284a;\n}\nbody .av-special-heading.av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a .special-heading-inner-border{\nborder-color:#1d284a;\n}\n.av-special-heading.av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luog3w5h-2e8b562f4e937b5858bbbc1f23ab327a av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-54  el_before_av_hr  avia-builder-el-first '><h1 class='av-special-heading-tag '  >SERVICE FEATURES<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ofco7g-96befee88a83b6099ceb9909ac161b86\">\n#top .hr.hr-invisible.av-ofco7g-96befee88a83b6099ceb9909ac161b86{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ofco7g-96befee88a83b6099ceb9909ac161b86 hr-invisible  avia-builder-el-55  el_after_av_heading  el_before_av_two_fifth '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29817g-f00dfd7bc59c0db4354dc0908f4356a3\">\n.flex_column.av-29817g-f00dfd7bc59c0db4354dc0908f4356a3{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-29817g-f00dfd7bc59c0db4354dc0908f4356a3 av_two_fifth  avia-builder-el-56  el_after_av_hr  el_before_av_three_fifth  first flex_column_div av-zero-column-padding  '     ><p><section  class='av_textblock_section av-krig0c-14c5937a8fef966b5955b86a4e09d5b9 '  ><div class='avia_textblock' ><p>These are some of the features of the <strong>Machine Learning<\/strong> Model Testing service:<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-8a5438b2b1d3eebcc806b436fb27fb66\">\n.avia-image-container.av-3tc7sn-8a5438b2b1d3eebcc806b436fb27fb66 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-8a5438b2b1d3eebcc806b436fb27fb66 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-8a5438b2b1d3eebcc806b436fb27fb66 av-styling- avia-align-center  avia-builder-el-58  el_after_av_textblock  avia-builder-el-last '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-15178 avia-img-lazy-loading-not-15178 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/mchine-learning-pruebas.png\" alt='' title='mchine-learning-pruebas'  height=\"650\" width=\"472\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/mchine-learning-pruebas.png 472w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/mchine-learning-pruebas-218x300.png 218w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/mchine-learning-pruebas-450x620.png 450w\" sizes=\"(max-width: 472px) 100vw, 472px\" \/><\/div><\/div><\/div><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379\">\n.flex_column.av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379 av_three_fifth  avia-builder-el-59  el_after_av_two_fifth  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-hwayak-4b92e4010274c0937178e03eec8fb07b\">\n#top .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_icon{\ncolor:#1d284a;\nbackground-color:#ffffff;\nborder:1px solid #1d284a;\n}\n#top .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_icon svg:first-child{\nstroke:#1d284a;\nfill:#1d284a;\n}\n#top #wrap_all .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .av_iconlist_title{\ncolor:#70c405;\n}\n.avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_content{\ncolor:#1d284a;\n}\n<\/style>\n<div  class='avia-icon-list-container av-hwayak-4b92e4010274c0937178e03eec8fb07b  avia-builder-el-60  avia-builder-el-no-sibling '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-hwayak-4b92e4010274c0937178e03eec8fb07b avia-iconlist-animate'>\n<li><div class='iconlist_icon av-av_iconlist_item-07ec6fb30f637ba1f561d9a858880d0a avia-font-fontello avia-iconfont avia-font-fontello'><span class='av-icon-char' data-av_icon='\ue813' data-av_iconfont='fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Data independence:\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Data independence:<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p><span class=\"LineBreakBlob BlobObject DragDrop SCXW62203239 BCX2\">Generates data closer to reality, reducing data bias.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-e52c6682dc4c9b5f015b3c47b337ca18 avia-font-fontello avia-iconfont avia-font-fontello'><span class='av-icon-char' data-av_icon='\ue876' data-av_iconfont='fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Performance metrics calculation\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Performance metrics calculation<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p>Performance metrics are usually task-specific, such as: tabular, image, language models, among others.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-7ebe203d552f32b1cb401cb15692d997 avia-font-fontello avia-iconfont avia-font-fontello'><span class='av-icon-char' data-av_icon='\ue82c' data-av_iconfont='fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Scalability\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Scalability<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p><span class=\"LineBreakBlob BlobObject DragDrop SCXW76551741 BCX2\">Capable of handling datasets of different sizes and scaling according to user needs, these Datasets can be reused in similar industries.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-0f531338016806181d9e8ab681f269a9 avia-font-fontello avia-iconfont avia-font-fontello'><span class='av-icon-char' data-av_icon='\ue830' data-av_iconfont='fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Process automation\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Process automation<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p><span class=\"LineBreakBlob BlobObject DragDrop SCXW194080237 BCX2\">Automation of repetitive tasks related to model testing in order to save time and resources. <\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-bcac1b023ddb409c524a5e69498a43da avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue867' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Integration\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Integration<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p>Finally, the integration with the <strong>Machine Learning Model<\/strong> (MLOPS) pipeline being tested is performed.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-f249b27ed513a24f089d3893cece8da5\">\n.avia-section.av-99x97g-f249b27ed513a24f089d3893cece8da5{\nbackground-color:#9d8bc0;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_8'  class='avia-section av-99x97g-f249b27ed513a24f089d3893cece8da5 alternate_color avia-section-default avia-no-shadow  avia-builder-el-61  el_after_av_section  el_before_av_section  avia-bg-style-parallax container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5sz870-0c75c2f8247a03fcdcd8af7023668fae\">\n.flex_column.av-5sz870-0c75c2f8247a03fcdcd8af7023668fae{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-5sz870-0c75c2f8247a03fcdcd8af7023668fae av_one_full  avia-builder-el-62  avia-builder-el-no-sibling  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luog9d85-a96da067d4af8d3aabf439f09544a898\">\n#top .av-special-heading.av-luog9d85-a96da067d4af8d3aabf439f09544a898{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-luog9d85-a96da067d4af8d3aabf439f09544a898 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luog9d85-a96da067d4af8d3aabf439f09544a898 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-luog9d85-a96da067d4af8d3aabf439f09544a898 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luog9d85-a96da067d4af8d3aabf439f09544a898 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-63  avia-builder-el-no-sibling '><h2 class='av-special-heading-tag '  >Our Machine Learning Model Testing service offers the tools and expertise to take your AI applications to the next level, delivering consistent and reliable results. <\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-52c5a5af02e6254d82121850d2ef883b\">\n.avia-section.av-99x97g-52c5a5af02e6254d82121850d2ef883b .av-parallax .av-parallax-inner{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/fondo-interno-1030x579.png);\nbackground-position:50% 0%;\nbackground-attachment:scroll;\n}\n.avia-section.av-99x97g-52c5a5af02e6254d82121850d2ef883b .av-section-color-overlay{\nopacity:0.6;\nbackground-color:#ffffff;\n}\n<\/style>\n<div id='av_section_9'  class='avia-section av-99x97g-52c5a5af02e6254d82121850d2ef883b alternate_color avia-section-default avia-no-shadow  avia-builder-el-64  el_after_av_section  el_before_av_section  avia-full-stretch av-parallax-section avia-bg-style-parallax av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner alternate_color avia-full-stretch'><\/div><\/div><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-b19861fb8235b51c789a8ddd9a2feca3\">\n#top .av-special-heading.av-av_heading-b19861fb8235b51c789a8ddd9a2feca3{\npadding-bottom:40px;\ncolor:#1d284a;\n}\nbody .av-special-heading.av-av_heading-b19861fb8235b51c789a8ddd9a2feca3 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-b19861fb8235b51c789a8ddd9a2feca3 .special-heading-inner-border{\nborder-color:#1d284a;\n}\n.av-special-heading.av-av_heading-b19861fb8235b51c789a8ddd9a2feca3 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-b19861fb8235b51c789a8ddd9a2feca3 av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-65  el_before_av_hr  avia-builder-el-first '><h1 class='av-special-heading-tag '  >WHO CAN BENEFIT FROM THIS SERVICE? <\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ofco7g-96befee88a83b6099ceb9909ac161b86\">\n#top .hr.hr-invisible.av-ofco7g-96befee88a83b6099ceb9909ac161b86{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ofco7g-96befee88a83b6099ceb9909ac161b86 hr-invisible  avia-builder-el-66  el_after_av_heading  el_before_av_two_fifth '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29817g-f00dfd7bc59c0db4354dc0908f4356a3\">\n.flex_column.av-29817g-f00dfd7bc59c0db4354dc0908f4356a3{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-29817g-f00dfd7bc59c0db4354dc0908f4356a3 av_two_fifth  avia-builder-el-67  el_after_av_hr  el_before_av_three_fifth  first flex_column_div av-zero-column-padding  '     ><section  class='av_textblock_section av-krig0c-14c5937a8fef966b5955b86a4e09d5b9 '  ><div class='avia_textblock' ><ul>\n<li style=\"list-style-type: none;\"><\/li>\n<li><strong>Data scientists and analysts<\/strong>: Interested in evaluating and improving the accuracy of the Machine Learning models they are developing.<\/li>\n<li><strong>Software developers<\/strong>: Seeking to ensure the quality and effectiveness of Machine Learning models integrated into applications and systems.<\/li>\n<li><strong>Technology companies<\/strong>: Need to ensure that their artificial intelligence and machine learning products meet performance standards.<\/li>\n<li><strong>Industry professionals<\/strong>: Interested in using Machine Learning models to optimize processes, predict trends or improve decision making in their respective fields.<\/li>\n<li><strong>Quality assurance teams<\/strong>: In charge of ensuring that the Machine Learning models implemented meet the accuracy and reliability requirements established by the company or industry.<\/li>\n<\/ul>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379\">\n.flex_column.av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379 av_three_fifth  avia-builder-el-69  el_after_av_two_fifth  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-f76d9092f38e9c3f71d32bb4a1b5254a\">\n.avia-image-container.av-3tc7sn-f76d9092f38e9c3f71d32bb4a1b5254a img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-f76d9092f38e9c3f71d32bb4a1b5254a .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-f76d9092f38e9c3f71d32bb4a1b5254a av-styling- avia-align-center  avia-builder-el-70  avia-builder-el-no-sibling '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-15181 avia-img-lazy-loading-not-15181 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data.png\" alt='' title='big-data'  height=\"742\" width=\"649\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data.png 649w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data-262x300.png 262w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data-617x705.png 617w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data-450x514.png 450w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/big-data-600x686.png 600w\" sizes=\"(max-width: 649px) 100vw, 649px\" \/><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-18ipv3-a6bd9a551df4632f8a8d1119001b63d1\">\n.avia-section.av-18ipv3-a6bd9a551df4632f8a8d1119001b63d1 .av-parallax .av-parallax-inner{\nbackground-color:#f8f8f8;\nbackground-image:url(https:\/\/greensqa.com\/wp-content\/uploads\/2023\/01\/fondo-casos-1030x580.png);\nbackground-repeat:no-repeat;\nbackground-position:100% 50%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='contacto'  class='avia-section av-18ipv3-a6bd9a551df4632f8a8d1119001b63d1 main_color avia-section-large avia-no-border-styling  avia-builder-el-71  el_after_av_section  el_before_av_section  avia-full-stretch av-parallax-section avia-bg-style-parallax container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner main_color avia-full-stretch'><\/div><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-v6i1z-bf042d46a6bc15c4d4dd016372204fe0\">\n.flex_column.av-v6i1z-bf042d46a6bc15c4d4dd016372204fe0{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-v6i1z-bf042d46a6bc15c4d4dd016372204fe0 av_two_third  avia-builder-el-72  el_before_av_one_fourth  avia-builder-el-first  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luoger4f-a0e5919b45990b108b538dd67ded8fc2\">\n#top .av-special-heading.av-luoger4f-a0e5919b45990b108b538dd67ded8fc2{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-luoger4f-a0e5919b45990b108b538dd67ded8fc2 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luoger4f-a0e5919b45990b108b538dd67ded8fc2 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luoger4f-a0e5919b45990b108b538dd67ded8fc2 av-special-heading-h2 blockquote modern-quote modern-centered  avia-builder-el-73  avia-builder-el-no-sibling '><h2 class='av-special-heading-tag '  >Would you like us to explain in detail how this service works?<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-bv76v-fa4ea66a3a24cab6a41321ce40182260\">\n.flex_column.av-bv76v-fa4ea66a3a24cab6a41321ce40182260{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-bv76v-fa4ea66a3a24cab6a41321ce40182260 av_one_fourth  avia-builder-el-74  el_after_av_two_third  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><div  class='avia-button-wrap avia-button-center  avia-builder-el-75  avia-builder-el-no-sibling '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23\">\n#top #wrap_all .avia-button.av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23{\ncolor:#ffffff;\ntransition:all 0.4s ease-in-out;\n}\n#top #wrap_all .avia-button.av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23:hover{\ncolor:#ffffff;\ntransition:all 0.4s ease-in-out;\n}\n#top #wrap_all .avia-button.av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23 .avia-svg-icon svg:first-child{\nfill:#ffffff;\nstroke:#ffffff;\n}\n#top #wrap_all .avia-button.av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23:hover .avia-svg-icon svg:first-child{\nfill:#ffffff;\nstroke:#ffffff;\n}\n<\/style>\n<a href='https:\/\/greensqa.com\/en\/about-us\/' class='avia-color-theme-color avia-button avia-button-fullwidth av-llmoxzfj-9ef440603fdaf23ab58c89a6a374de23 avia-icon_select-no avia-color-theme-color'   aria-label=\"CONTACT US\"><span class='avia_iconbox_title' >CONTACT US<\/span><span class='avia_button_background avia-button avia-button-fullwidth avia-color-theme-color'><\/span><\/a><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-07ab75ead524b5574353cf6e5e74befa\">\n.avia-section.av-99x97g-07ab75ead524b5574353cf6e5e74befa{\nbackground-color:#ffffff;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_11'  class='avia-section av-99x97g-07ab75ead524b5574353cf6e5e74befa alternate_color avia-section-default avia-no-border-styling  avia-builder-el-76  el_after_av_section  el_before_av_section  avia-bg-style-parallax container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luoso8yh-cca65ab729b69a331d6841a1e58951cf\">\n#top .av-special-heading.av-luoso8yh-cca65ab729b69a331d6841a1e58951cf{\npadding-bottom:40px;\ncolor:#1d284a;\n}\nbody .av-special-heading.av-luoso8yh-cca65ab729b69a331d6841a1e58951cf .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luoso8yh-cca65ab729b69a331d6841a1e58951cf .special-heading-inner-border{\nborder-color:#1d284a;\n}\n.av-special-heading.av-luoso8yh-cca65ab729b69a331d6841a1e58951cf .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luoso8yh-cca65ab729b69a331d6841a1e58951cf av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-77  el_before_av_textblock  avia-builder-el-first '><h1 class='av-special-heading-tag '  >SERVICE DELIVERABLES<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<section  class='av_textblock_section av-krig0c-14c5937a8fef966b5955b86a4e09d5b9 '  ><div class='avia_textblock' ><p style=\"text-align: center;\">Below, we list the deliverables to ensure the transparency and usefulness of the tests performed:<\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ofco7g-96befee88a83b6099ceb9909ac161b86\">\n#top .hr.hr-invisible.av-ofco7g-96befee88a83b6099ceb9909ac161b86{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ofco7g-96befee88a83b6099ceb9909ac161b86 hr-invisible  avia-builder-el-79  el_after_av_textblock  el_before_av_one_half '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29817g-f00dfd7bc59c0db4354dc0908f4356a3\">\n.flex_column.av-29817g-f00dfd7bc59c0db4354dc0908f4356a3{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-29817g-f00dfd7bc59c0db4354dc0908f4356a3 av_one_half  avia-builder-el-80  el_after_av_hr  el_before_av_one_half  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3tc7sn-42be98cfaa93a058d0abf98445cf1f6d\">\n.avia-image-container.av-3tc7sn-42be98cfaa93a058d0abf98445cf1f6d img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3tc7sn-42be98cfaa93a058d0abf98445cf1f6d .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3tc7sn-42be98cfaa93a058d0abf98445cf1f6d av-styling- avia-align-center  avia-builder-el-81  avia-builder-el-no-sibling '  ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-15233 avia-img-lazy-loading-not-15233 avia_image ' src=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla.png\" alt='' title='greenheart-pantalla'  height=\"688\" width=\"800\" srcset=\"https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla.png 800w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla-300x258.png 300w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla-768x660.png 768w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla-705x606.png 705w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla-450x387.png 450w, https:\/\/greensqa.com\/wp-content\/uploads\/2024\/04\/greenheart-pantalla-600x516.png 600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29817g-aa73a27cdd553190407541562b791174\">\n.flex_column.av-29817g-aa73a27cdd553190407541562b791174{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-29817g-aa73a27cdd553190407541562b791174 av_one_half  avia-builder-el-82  el_after_av_one_half  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-hwayak-4b92e4010274c0937178e03eec8fb07b\">\n#top .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_icon{\ncolor:#1d284a;\nbackground-color:#ffffff;\nborder:1px solid #1d284a;\n}\n#top .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_icon svg:first-child{\nstroke:#1d284a;\nfill:#1d284a;\n}\n#top #wrap_all .avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .av_iconlist_title{\ncolor:#70c405;\n}\n.avia-icon-list-container.av-hwayak-4b92e4010274c0937178e03eec8fb07b .iconlist_content{\ncolor:#1d284a;\n}\n<\/style>\n<div  class='avia-icon-list-container av-hwayak-4b92e4010274c0937178e03eec8fb07b  avia-builder-el-83  avia-builder-el-no-sibling '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-hwayak-4b92e4010274c0937178e03eec8fb07b avia-iconlist-animate'>\n<li><div class='iconlist_icon av-av_iconlist_item-1b13663ef952c966fe9ba6eb60d576a2 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue849' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Model evaluation report:\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Model evaluation report:<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p><span data-contrast=\"auto\">Detailed document summarizing the results of the tests performed, performance metrics and recommendations for improving the model.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-a9f5583e6a45eaa0470abb4a66f5e3e1 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue834' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Source code:\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Source code:<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p>Scripts used for testing can be delivered.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-av_iconlist_item-85db3d9520e3a5fee3dd26a39caef3c4 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8de' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: Metrics Monitoring\"><h4 class='av_iconlist_title iconlist_title  av_inherit_color' >Metrics Monitoring<\/h4><\/header><div class='iconlist_content av_inherit_color' ><p><span data-contrast=\"auto\">Access to our <strong>GreenHeart<\/strong> metrics monitoring dashboard where the user can choose from a wide range of predefined metrics.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-99x97g-593eebed8130a0efb2bf6184c180be63\">\n.avia-section.av-99x97g-593eebed8130a0efb2bf6184c180be63 .av-parallax .av-parallax-inner{\nbackground-color:#048c06;\nbackground-image:url(https:\/\/greensqa.com\/wp-content\/uploads\/2023\/12\/H2-Beneficios-directos-del-CBM_____.png);\nbackground-repeat:no-repeat;\nbackground-position:50% 0%;\nbackground-attachment:scroll;\n}\n.avia-section.av-99x97g-593eebed8130a0efb2bf6184c180be63 .av-section-color-overlay{\nopacity:0.8;\nbackground-color:#3c8429;\n}\n<\/style>\n<div id='av_section_12'  class='avia-section av-99x97g-593eebed8130a0efb2bf6184c180be63 alternate_color avia-section-default avia-no-shadow  avia-builder-el-84  el_after_av_section  el_before_av_section  avia-full-stretch av-parallax-section avia-bg-style-parallax av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner alternate_color avia-full-stretch'><\/div><\/div><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-luoss24w-65cb363f5e226e0114064912f39e1d94\">\n#top .av-special-heading.av-luoss24w-65cb363f5e226e0114064912f39e1d94{\npadding-bottom:40px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-luoss24w-65cb363f5e226e0114064912f39e1d94 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-luoss24w-65cb363f5e226e0114064912f39e1d94 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-luoss24w-65cb363f5e226e0114064912f39e1d94 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-luoss24w-65cb363f5e226e0114064912f39e1d94 av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-85  el_before_av_textblock  avia-builder-el-first '><h1 class='av-special-heading-tag '  >Machine Learning model applications<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-krig0c-73e306526427b6f4be5cbfb60d95e7fd\">\n#top .av_textblock_section.av-krig0c-73e306526427b6f4be5cbfb60d95e7fd .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-krig0c-73e306526427b6f4be5cbfb60d95e7fd '  ><div class='avia_textblock av_inherit_color' ><p style=\"text-align: center;\"><span data-ccp-props=\"{\"><strong>Machine Learning models<\/strong> have numerous applications in various industries and sectors such as:<br \/>\n<\/span><\/p>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ofco7g-96befee88a83b6099ceb9909ac161b86\">\n#top .hr.hr-invisible.av-ofco7g-96befee88a83b6099ceb9909ac161b86{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-ofco7g-96befee88a83b6099ceb9909ac161b86 hr-invisible  avia-builder-el-87  el_after_av_textblock  el_before_av_one_half '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29817g-f00dfd7bc59c0db4354dc0908f4356a3\">\n.flex_column.av-29817g-f00dfd7bc59c0db4354dc0908f4356a3{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-29817g-f00dfd7bc59c0db4354dc0908f4356a3 av_one_half  avia-builder-el-88  el_after_av_hr  el_before_av_one_half  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-krig0c-44fde99760517884d56c4c9728c7b544\">\n#top .av_textblock_section.av-krig0c-44fde99760517884d56c4c9728c7b544 .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-krig0c-44fde99760517884d56c4c9728c7b544 '  ><div class='avia_textblock av_inherit_color' ><ul>\n<li>Image recognition and computer vision<\/li>\n<li>Object detection<\/li>\n<li>Facial recognition<\/li>\n<li>Natural Language Processing (NLP)<\/li>\n<li>Sentiment analysis<\/li>\n<li>Language translation<\/li>\n<li>Text generation<\/li>\n<li>Recommendation Systems<\/li>\n<li>Content Recommendations<\/li>\n<\/ul>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379\">\n.flex_column.av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-j8dhoc-0e1e4fff2292619ce6fa6ffcfc01b379 av_one_half  avia-builder-el-90  el_after_av_one_half  avia-builder-el-last  flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-krig0c-44fde99760517884d56c4c9728c7b544\">\n#top .av_textblock_section.av-krig0c-44fde99760517884d56c4c9728c7b544 .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-krig0c-44fde99760517884d56c4c9728c7b544 '  ><div class='avia_textblock av_inherit_color' ><ul>\n<li>Personalized marketing<\/li>\n<li>Disease diagnosis<\/li>\n<li>Discovery of health medicines<\/li>\n<li>Credit scoring<\/li>\n<li>Fraud Detection<\/li>\n<li>Credit Card Fraud Detection<\/li>\n<li>Autonomous vehicles<\/li>\n<li>Personalized learning<\/li>\n<li>Weather modeling<\/li>\n<li>Intrusion and cyber attack detection<\/li>\n<\/ul>\n<\/div><\/section><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-18ipv3-84fceb055020c48583954341a523435c\">\n.avia-section.av-18ipv3-84fceb055020c48583954341a523435c{\nbackground-color:#f8f8f8;\nbackground-image:unset;\n}\n<\/style>\n<div id='contacto'  class='avia-section av-18ipv3-84fceb055020c48583954341a523435c main_color avia-section-large avia-no-border-styling  avia-builder-el-92  el_after_av_section  avia-builder-el-last  avia-bg-style-parallax container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-15247'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column 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