{"id":21961,"date":"2024-09-30T15:30:26","date_gmt":"2024-09-30T13:30:26","guid":{"rendered":"https:\/\/spiritinprojects.com\/ai-tester\/"},"modified":"2025-11-17T15:54:03","modified_gmt":"2025-11-17T14:54:03","slug":"ai-tester","status":"publish","type":"training","link":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/","title":{"rendered":"AI &#038; Testing"},"content":{"rendered":"<\/p>\n<div id='full_slider_1'  class='avia-fullwidth-slider main_color avia-shadow   avia-builder-el-0  el_before_av_layout_row  avia-builder-el-first   container_wrap sidebar_right'  ><div  class='avia-slideshow av-9axy1dd-76b51d30e76ff3070b812e91cbd6f74a avia-slideshow-featured av_slideshow_full avia-slide-slider av-slideshow-ui av-control-default av-slideshow-manual av-loop-once av-loop-manual-endless av-default-height-applied   avia-slideshow-1' data-slideshow-options=\"{&quot;animation&quot;:&quot;slide&quot;,&quot;autoplay&quot;:false,&quot;loop_autoplay&quot;:&quot;once&quot;,&quot;interval&quot;:5,&quot;loop_manual&quot;:&quot;manual-endless&quot;,&quot;autoplay_stopper&quot;:false,&quot;noNavigation&quot;:false,&quot;bg_slider&quot;:false,&quot;keep_padding&quot;:false,&quot;hoverpause&quot;:false,&quot;show_slide_delay&quot;:0}\"  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><ul class='avia-slideshow-inner ' style='padding-bottom: 30.714285714286%;'><li  class='avia-slideshow-slide av-9axy1dd-76b51d30e76ff3070b812e91cbd6f74a__0  av-single-slide slide-1 slide-odd'><div data-rel='slideshow-1' class='avia-slide-wrap '   ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-19829 avia-img-lazy-loading-not-19829\"  src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/testmanager-1400x700-1-1400x430.jpeg\" width=\"1400\" height=\"430\" title='testmanager-1400x700' alt=''  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><\/ul><\/div><\/div>\n<div id='av-layout-grid-1'  class='av-layout-grid-container av-8bn4amp-84cdd88dcd409653cddd1913716f1561 entry-content-wrapper main_color av-flex-cells  avia-builder-el-1  el_after_av_slideshow_full  el_before_av_section  grid-row-not-first  container_wrap sidebar_right'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4\">\n.flex_cell.av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4{\nvertical-align:top;\nbackground-color:#95c11f;\n}\n.responsive #top #wrap_all .flex_cell.av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4{\npadding:9px 0 0 0 !important;\n}\n<\/style>\n<div class='flex_cell av-7z42aq9-7fe525b4245e3e1beb953d77ad2ffaa4 av-gridrow-cell av_one_full no_margin  avia-builder-el-2  avia-builder-el-no-sibling  content-align-top'  ><div class='flex_cell_inner'><\/div><\/div>\n<\/div>\n<div id='av_section_1'  class='avia-section av-m0w64eei-d32986d763725dffbb8b197c2f759c7c main_color avia-section-no-padding avia-no-border-styling  avia-builder-el-3  el_after_av_layout_row  el_before_av_two_third  sip-remove-top-border-after-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-21961'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-m0w6ahbx-cd2de179100e32111852ec479288d159 sc-av_one_fifth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0w6ahbx-cd2de179100e32111852ec479288d159\">\n#top .flex_column_table.av-equal-height-column-flextable.av-m0w6ahbx-cd2de179100e32111852ec479288d159{\nmargin-top:-70px;\nmargin-bottom:0px;\n}\n.flex_column.av-m0w6ahbx-cd2de179100e32111852ec479288d159{\nborder-radius:0px 0px 0px 0px;\npadding:40px 40px 40px 40px;\nbackground-color:#6eab27;\n}\n<\/style>\n<div  class='flex_column av-m0w6ahbx-cd2de179100e32111852ec479288d159 av_one_fifth  avia-builder-el-4  el_before_av_four_fifth  avia-builder-el-first  first no_margin flex_column_table_cell av-equal-height-column av-align-top  '     ><span class=\"av_font_icon avia_animate_when_visible avia-icon-animate  av-icon-style-border  sip-icon-bg avia-icon-pos-center \" style=\"color:#95C11F; border-color:#95C11F;\"><span class='av-icon-char' style='font-size:30px;line-height:30px;width:30px;height:30px; background-color: #95C11F; box-shadow: 0 0 0 3px #95C11F;' aria-hidden='true' data-av_icon='\ue810' data-av_iconfont='spiritinprojects'  ><\/span><\/span><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0w6npiz-19439f210153d93afb54a3648e86dbe1\">\n#top .flex_column_table.av-equal-height-column-flextable.av-m0w6npiz-19439f210153d93afb54a3648e86dbe1{\nmargin-top:-70px;\nmargin-bottom:0px;\n}\n.flex_column.av-m0w6npiz-19439f210153d93afb54a3648e86dbe1{\nborder-radius:0px 0px 0px 0px;\npadding:40px 40px 40px 40px;\nbackground-color:#6eab27;\nbackground:linear-gradient( to right, #6eab27, #95c11f, #afcb37 );\n}\n<\/style>\n<div  class='flex_column av-m0w6npiz-19439f210153d93afb54a3648e86dbe1 av_four_fifth  avia-builder-el-6  el_after_av_one_fifth  avia-builder-el-last  no_margin flex_column_table_cell av-equal-height-column av-align-top  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031\">\n#top .hr.hr-invisible.av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-t1sabw-aaa0b8b0569f2281f1d3d57dd5239031 hr-invisible  avia-builder-el-7  el_before_av_textblock  avia-builder-el-first '><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-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6\">\n#top .av_textblock_section.av-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6 .avia_textblock{\ncolor:#ffffff;\n}\n<\/style>\n<section  class='av_textblock_section av-m0w65jsu-b816d9f78c2bfdd10a284fe0907f5da6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h1 style=\"text-align: left;\">AI Testing<\/h1>\n<p style=\"text-align: left;\">according to ISTQB\u00ae\u00a0syllabus<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 --><\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap 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-21961'><div class='entry-content-wrapper clearfix'><div  class='flex_column av-4q6y3ik-ee1210e62d43ed6d2b0744082e06427a av_two_third  avia-builder-el-9  el_after_av_section  el_before_av_one_third  avia-builder-el-first  first flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0nva64e-eb2e76f3b18a89f0dbff4aed10ec7d2d\">\n#top .hr.hr-invisible.av-m0nva64e-eb2e76f3b18a89f0dbff4aed10ec7d2d{\nheight:20px;\n}\n<\/style>\n<div  class='hr av-m0nva64e-eb2e76f3b18a89f0dbff4aed10ec7d2d hr-invisible  avia-builder-el-10  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-m0gq2qzv-21ede20d3e210e7522fd83733c95af90 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><p style=\"font-weight: 400;\">Do you enjoy exploring new test approaches, crafting innovative methods, training models or writing scripts to automate tests? Do you possess a keen understanding of data quality? If you are eager to discover AI-based systems and successfully test them, then this training will be ideal. You will gain an overview of the trends and challenges faced by AI testers and you are going to gain testing experience by designing your own test cases.<\/p>\n<\/div><\/section><\/p><\/div><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1ikbufg-9e7632eb801703aa38f4dc3d917ca508\">\n.flex_column.av-1ikbufg-9e7632eb801703aa38f4dc3d917ca508{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-1ikbufg-9e7632eb801703aa38f4dc3d917ca508 av_one_third  avia-builder-el-12  el_after_av_two_third  el_before_av_hr  flex_column_div av-animated-generic pop-up av-zero-column-padding avia-link-column av-column-link  '    data-link-column-url=\"https:\/\/spiritinprojects.com\/en\/certifications\/#testmanagement--tester\"   ><a class=\"av-screen-reader-only\" href=https:\/\/spiritinprojects.com\/en\/certifications\/#testmanagement--tester >Follow a manual added link<\/a><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-zn1iwc-5d6c02704eb7e10f06efec4f83eb9cff\">\n.avia-image-container.av-zn1iwc-5d6c02704eb7e10f06efec4f83eb9cff img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-zn1iwc-5d6c02704eb7e10f06efec4f83eb9cff .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-zn1iwc-5d6c02704eb7e10f06efec4f83eb9cff av-styling- avia-align-center  avia-builder-el-13  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-5203 avia-img-lazy-loading-not-5203 avia_image ' src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2021\/10\/istqb_logo.jpg\" alt='ISTQB Logo' title='istqb_logo'  height=\"172\" width=\"300\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-rr86to-b0a60d78d49fcaaf3478d33384a0456d\">\n#top .av_textblock_section.av-rr86to-b0a60d78d49fcaaf3478d33384a0456d .avia_textblock{\ncolor:#a2c037;\n}\n<\/style>\n<section  class='av_textblock_section av-rr86to-b0a60d78d49fcaaf3478d33384a0456d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_icon_caption av-special-font av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\">Preparation for the certification<\/p>\n<\/div><\/section><\/p><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0gud2jf-e2e2fb046c1085f4fbdf7029d873a964\">\n#top .hr.hr-invisible.av-m0gud2jf-e2e2fb046c1085f4fbdf7029d873a964{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-m0gud2jf-e2e2fb046c1085f4fbdf7029d873a964 hr-invisible  avia-builder-el-15  el_after_av_one_third  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-2a3t2r5-c9f7aee4e24bbad94bfa9c114129ade1 av_one_full  avia-builder-el-16  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-1mc96gh-b77aaff20d4105384df73da62c8f9445 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h2>Advising<\/h2>\n<\/div><\/section><br \/>\n<div  class='avia-icon-list-container av-m236xwli-41d6fc7342fce38cf69ed43a10584d84  avia-builder-el-18  el_after_av_textblock  avia-builder-el-last '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-m236xwli-41d6fc7342fce38cf69ed43a10584d84 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m236vrwy-f46f7b80c66bad3dfa280448c3de6d23 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue81e' data-av_iconfont='entypo-fontello' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level\/&#039; title=&#039;ISTQB\u00ae CT - Foundation Level&#039;&gt;ISTQB\u00ae CT - Foundation Level&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level\/' title='ISTQB\u00ae CT - Foundation Level'>ISTQB\u00ae CT - Foundation Level<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>Attending this training is advantageous.<br \/>\nThe CT-AI\u00ae AI Tester exam requires the CTFL\u00ae certificate.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/p><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f\">\n#top .hr.hr-invisible.av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-m0qv5tl9-2158a50c310b576a350a1bcca6fef65f hr-invisible  avia-builder-el-19  el_after_av_one_full  el_before_av_one_third '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0nyfxpf-429f55530bac08f44f6dac1c1c9df262\">\n.flex_column.av-m0nyfxpf-429f55530bac08f44f6dac1c1c9df262{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-m0nyfxpf-429f55530bac08f44f6dac1c1c9df262 av_one_third  avia-builder-el-20  el_after_av_hr  el_before_av_two_third  first flex_column_div av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf\">\n.avia-image-container.av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-1s0acuk-b6c373eaf1231b6613baacd7b66d7fbf av-styling-circle av-hover-grow av-hide-overflow avia-align-center  avia-builder-el-21  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-19732 avia-img-lazy-loading-not-19732 avia_image ' src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1.jpg\" alt='' title='trainings-300x300'  height=\"300\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1.jpg 300w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-80x80.jpg 80w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-36x36.jpg 36w, https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/trainings-300x300-1-180x180.jpg 180w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1bpwj58-4f7942daa3e22da640b71a87d9430251\">\n.flex_column.av-1bpwj58-4f7942daa3e22da640b71a87d9430251{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-1bpwj58-4f7942daa3e22da640b71a87d9430251 av_two_third  avia-builder-el-22  el_after_av_one_third  el_before_av_hr  sip-beratung-column-spacing flex_column_div av-zero-column-padding  '     ><article  class=\"iconbox iconbox_top main_color    avia-builder-el-23  avia-builder-el-no-sibling  \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue812' data-av_iconfont='entypo-fontello'  ><\/div><h2 class='iconbox_content_title  '  itemprop=\"headline\"  >Objectives<\/h2><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><ul>\n<li style=\"text-align: left;\">Identify the determinants of successful AI testing<\/li>\n<li style=\"text-align: left;\">Design and implement test cases specifically for AI-based systems<\/li>\n<li style=\"text-align: left;\">Test machine learning models using various testing methods<\/li>\n<li style=\"text-align: left;\">Apply AI techniques for software testing<\/li>\n<li style=\"text-align: left;\">Prepare thoroughly for the CT-AI exam<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83\">\n#top .hr.hr-invisible.av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-jbrjsc-6fa6f1016997ccbface0f4fffca7ef83 hr-invisible  avia-builder-el-24  el_after_av_two_third  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-1rwcw98-bea9e1c232cd805d706d99dbd20ead58 av_one_full  avia-builder-el-25  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-m0mae3qf-cd617c030f9a1cdd1bc9c943ad6c58d4 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>Target groups:<\/h3>\n<p>Business Analyst, Requirements Engineer, Usability Expert, Scrum Master, AI Expert, Project Manager, Project Director, Demand Manager, Portfolio Manager, IT Project Director, Test Manager, Tester, Test Automation Specialist, Test Engineer, Enterprise Architect, System Architect, Software Architect, Software Designer, Software Developer, Product Owner and for all who are ready to explore the possibilities.<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1u0g621-ec01c71f4f1c695c79364a0715ebe6bf\">\n#top .hr.hr-invisible.av-1u0g621-ec01c71f4f1c695c79364a0715ebe6bf{\nheight:50px;\n}\n<\/style>\n<div  class='hr av-1u0g621-ec01c71f4f1c695c79364a0715ebe6bf hr-invisible  avia-builder-el-27  el_after_av_one_full  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-15guq87-2d3a593f669b4bdce45877db6d63622c av_one_full  avia-builder-el-28  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><div  class='avia-button-wrap avia-button-center  avia-builder-el-29  avia-builder-el-no-sibling '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-uadpaf-7332b1f94118dcb5013df28bc1ffe43d\">\n#top #wrap_all .avia-button.av-uadpaf-7332b1f94118dcb5013df28bc1ffe43d:hover{\ncolor:white;\ntransition:all 0.4s ease-in-out;\n}\n#top #wrap_all .avia-button.av-uadpaf-7332b1f94118dcb5013df28bc1ffe43d:hover .avia-svg-icon svg:first-child{\nfill:white;\nstroke:white;\n}\n<\/style>\n<a href='https:\/\/training.spiritinprojects.com\/booking\/schedule\/QM%2015' class='avia-color-theme-color avia-font-color-theme-color avia-button avia-button-fullwidth av-uadpaf-7332b1f94118dcb5013df28bc1ffe43d avia-icon_select-yes-left-icon avia-color-theme-color'   aria-label=\"Show dates and times\"><span class='avia_button_icon avia_button_icon_left avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue85b' data-av_iconfont='entypo-fontello' ><\/span><span class='avia_iconbox_title' >Show dates and times<\/span><span class='avia_button_background avia-button avia-button-fullwidth avia-color-theme-color-highlight'><\/span><\/a><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m4bsezbj-d319d4272120d7a519854a4bb813f7ab\">\n#top .hr.hr-invisible.av-m4bsezbj-d319d4272120d7a519854a4bb813f7ab{\nheight:75px;\n}\n<\/style>\n<div  class='hr av-m4bsezbj-d319d4272120d7a519854a4bb813f7ab hr-invisible  avia-builder-el-30  el_after_av_one_full  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-sgam0h-4fae07ac43482686959fafb5bee9e5b6 av_one_full  avia-builder-el-31  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><article  class=\"iconbox iconbox_left    avia-builder-el-32  avia-builder-el-no-sibling  \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color \" aria-hidden='true' data-av_icon='\ue801' data-av_iconfont='spiritinprojects'  ><\/div><h3 class='iconbox_content_title  '  itemprop=\"headline\"  >Certificate - ISTQB CT-AI\u00ae<\/h3><\/header><div class='iconbox_content_container  '  itemprop=\"text\"  ><p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">The course is based on the current <\/span><\/span> ISTQB\u00ae s<span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">yllabus and prepares you for the exam which you may take online.<\/span><\/span><\/p>\n<h3>Note:<\/h3>\n<p><span data-teams=\"true\"><span class=\"ui-provider a b c d e f g h i j k l m n o p q r s t u v w x y z ab ac ae af ag ah ai aj ak\" dir=\"ltr\">There is an additional fee for the certification exam.<\/span><\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m4bsedza-53a7e9a2a7bf61783c8883af0f703668\">\n#top .hr.hr-invisible.av-m4bsedza-53a7e9a2a7bf61783c8883af0f703668{\nheight:75px;\n}\n<\/style>\n<div  class='hr av-m4bsedza-53a7e9a2a7bf61783c8883af0f703668 hr-invisible  avia-builder-el-33  el_after_av_one_full  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<div  class='flex_column av-18jy5yk-4e08808bb186e6973bdebe7644626aac av_one_full  avia-builder-el-34  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-m0m6vct9-37bfb3509c6a27ee09cdbadd4cdc0d52 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>Syllabus<\/h2>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1aht6ml-605d583e80dc82ee2939941dab521ac0\">\n#top .hr.hr-invisible.av-m1aht6ml-605d583e80dc82ee2939941dab521ac0{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-m1aht6ml-605d583e80dc82ee2939941dab521ac0 hr-invisible  avia-builder-el-36  el_after_av_one_full  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p>\n<section  class='av_textblock_section av-m0m6xvzq-43d3df017ecf1eb7ae5bdb52d3406164 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">1. Introduction to artificial intelligence (AI)<\/h3>\n<ul>\n<li>Definition of AI and AI effect<\/li>\n<li>Narrow, General, and Super AI<\/li>\n<li>AI-based and conventional systems<\/li>\n<li>AI technologies<\/li>\n<li>AI development frameworks<\/li>\n<li>Hardware for AI-based systems<\/li>\n<li>AI as a Service (AIaaS)<\/li>\n<li>Pre-trained models<\/li>\n<li>Standards, regulations and AI<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7yc01-4dfea9cc871a9d7748798918ea24edb1\">\n#top .hr.hr-invisible.av-m0m7yc01-4dfea9cc871a9d7748798918ea24edb1{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m7yc01-4dfea9cc871a9d7748798918ea24edb1 hr-invisible  avia-builder-el-38  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m72p59-1a455b4e8a63cdbae13d2a0d4f7b8c7e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3><span style=\"font-size: 18px; font-weight: 600;\">2. <\/span>Quality characteristic for AI-based systems<\/h3>\n<ul>\n<li>Flexibility and adaptability<\/li>\n<li>Autonomy<\/li>\n<li>Evolution<\/li>\n<li>Bias<\/li>\n<li>Ethics<\/li>\n<li>Side effects and reward hacking<\/li>\n<li>Transparency, interpretability, and explainability<\/li>\n<li>Safety and AI<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974\">\n#top .hr.hr-invisible.av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m7xz8o-fb6fb74efff1f0b061f18d046385a974 hr-invisible  avia-builder-el-40  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m72y60-5c1a4186b16e009ec07d328b8d269ee9 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\"><span style=\"font-size: 18px; font-weight: 600;\">3. Machine learning (ML) &#8211; Overview<\/span><\/h3>\n<ul>\n<li>Forms of ML<\/li>\n<li>ML workflow<\/li>\n<li>Selecting a form of ML<\/li>\n<li>Factors involved in ML algorithm selection<\/li>\n<li>Overfitting und Underfitting<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32\">\n#top .hr.hr-invisible.av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m8ubqo-e0ac5a7805203ecd51ef0e5a99dace32 hr-invisible  avia-builder-el-42  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0m73hd8-c2db4001c9810df1cc29928a4e9b6479 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">4. ML \u2013 Data<\/h3>\n<ul>\n<li>Data preparation as part of the ML workflow<\/li>\n<li>Training, validation and test datasets in the ML workflow<\/li>\n<li>Dataset quality issues<\/li>\n<li>Data quality and its effect on the ML model<\/li>\n<li>Data labelling for supervised learning<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab\">\n#top .hr.hr-invisible.av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-m0m8uzzi-9e1ed38f5a0cf67c70fbc35b8a2421ab hr-invisible  avia-builder-el-44  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0xy85yu-8aec7908e4de681e60579c37827fa33d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">5. ML functional performance metrics<\/h3>\n<ul>\n<li>Confusion matrix<\/li>\n<li>Add ML functional performance metrics for classification, regression and clustering<\/li>\n<li>Limitations of ML functional performance metrics<\/li>\n<li>Selecting ML functional performance metrics<\/li>\n<li>Benchmark suites for ML performance<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-16nns5b-c0dfbbe766db502baacf68fc80e791a3\">\n#top .hr.hr-invisible.av-16nns5b-c0dfbbe766db502baacf68fc80e791a3{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-16nns5b-c0dfbbe766db502baacf68fc80e791a3 hr-invisible  avia-builder-el-46  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0xy8shn-3e6bc0bbe87bae7803c01cfed0f94d0f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">6. Testing AI-based systems \u2013 Overview<\/h3>\n<ul>\n<li>Specification of AI-based systems<\/li>\n<li>Test levels for AI-based systems<\/li>\n<li>Test data for testing AI-based systems<\/li>\n<li>Testing for automation bias in AI-based systems<\/li>\n<li>Documenting an AI component<\/li>\n<li>Testing for concept drift<\/li>\n<li>Selecting a test approach for an ML system<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-o4uam7-9207f43cc60835a3d4b7aa07e4b20511\">\n#top .hr.hr-invisible.av-o4uam7-9207f43cc60835a3d4b7aa07e4b20511{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-o4uam7-9207f43cc60835a3d4b7aa07e4b20511 hr-invisible  avia-builder-el-48  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m1p1ppx8-0c7feb92b25035dfb871129647294b38 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">7. Testing AI-specific quality characteristics<\/h3>\n<ul>\n<li>Challenges testing self-learning systems<\/li>\n<li>Testing autonomous self-learning systems<\/li>\n<li>Testing for algorithmic, sample, and inappropriate bias<\/li>\n<li>Challenges testing probabilistic and non-deterministic AI-based systems<\/li>\n<li>Challenges testing complex AI-based systems<\/li>\n<li>Testing transparency, interpretability and explainability of AI-based systems<\/li>\n<li>Test oracles for AI-based systems<\/li>\n<li>Test objectives and acceptance criteria<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-27e1p81-15ce8e2598a8acf7b767d15176a11b9a\">\n#top .hr.hr-invisible.av-27e1p81-15ce8e2598a8acf7b767d15176a11b9a{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-27e1p81-15ce8e2598a8acf7b767d15176a11b9a hr-invisible  avia-builder-el-50  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m1p1qgd8-3cf2c87dcd503f87c47907eea12ba1c6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">8. Methods and techniques for the testing of AI-based systems<\/h3>\n<ul>\n<li>Adversarial attacks und data poisoning<\/li>\n<li>Pairwise testing<\/li>\n<li>A\/B testing<\/li>\n<li>Back-to-Back Testing<\/li>\n<li>Metamorphic Testing (MT)<\/li>\n<li>Experience-based testing of AI-based Systems<\/li>\n<li>Selecting test techniques for AI-based Systems<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1gisvu9-b472aa8e1d8d88ebc67e607a19ed10d6\">\n#top .hr.hr-invisible.av-1gisvu9-b472aa8e1d8d88ebc67e607a19ed10d6{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-1gisvu9-b472aa8e1d8d88ebc67e607a19ed10d6 hr-invisible  avia-builder-el-52  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m1p1r12c-92424e38467f7f50dbde5fef0b6d2d17 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3 style=\"text-align: left;\">9. Test environments for AI-based systems<\/h3>\n<ul>\n<li>Test environments for AI-based systems<\/li>\n<li>Virtual test environments for testing AI-based systems<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1av8s41-48b1e6ba7ea18793f13611e4ce267b00\">\n#top .hr.hr-invisible.av-1av8s41-48b1e6ba7ea18793f13611e4ce267b00{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-1av8s41-48b1e6ba7ea18793f13611e4ce267b00 hr-invisible  avia-builder-el-54  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m1p1rnru-530ff83cb37138ce95165001a0723f73 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><p>10. Using AI for testing<\/p>\n<ul>\n<li>AI technologies for testing<\/li>\n<li>Using AI to analyze defect reports<\/li>\n<li>Using AI for test case generation<\/li>\n<li>Using AI for the optimization of regression test suites<\/li>\n<li>Using AI for defect prediction<\/li>\n<li>Using AI for testing user interfaces<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-39av1t-7eb3ac0f5fc86b56055b3f2a6d4ba7e4\">\n#top .hr.hr-invisible.av-39av1t-7eb3ac0f5fc86b56055b3f2a6d4ba7e4{\nheight:75px;\n}\n<\/style>\n<div  class='hr av-39av1t-7eb3ac0f5fc86b56055b3f2a6d4ba7e4 hr-invisible  avia-builder-el-56  el_after_av_textblock  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-167xz6x-9a883b85b716df3f3267b4199e9baa97 av_one_full  avia-builder-el-57  el_after_av_hr  avia-builder-el-last  first flex_column_div  '     ><section  class='av_textblock_section av-mhnd32fn-86d2ed2d9f1db1c0cf96abfbd76c8a68 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>Advising after course completion<\/h3>\n<\/div><\/section><br \/>\n<div  class='avia-icon-list-container av-m38vaz57-ed75dd1526be2eee009cd910d003f1fa  avia-builder-el-59  el_after_av_textblock  el_before_av_hr '><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-big av-m38vaz57-ed75dd1526be2eee009cd910d003f1fa avia-iconlist-animate'>\n<li><div class='iconlist_icon av-mhnd37z3-9c836c3d0f64d5467fa705b13d575e2f avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level-automotive-software-tester\/&#039; title=&#039;ISTQB\u00ae CT - TESTING AUTOMOTIVE SOFTWARE&#039;&gt;ISTQB\u00ae CT - TESTING AUTOMOTIVE SOFTWARE&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level-automotive-software-tester\/' title='ISTQB\u00ae CT - TESTING AUTOMOTIVE SOFTWARE'>ISTQB\u00ae CT - TESTING AUTOMOTIVE SOFTWARE<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, it is possible to obtain the CT-AuT certificate of ISTQB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m6kr5w1p-4af77c48ef1a6037c3e2c0183d11613d avia-font-spiritinprojects avia-iconfont avia-font-spiritinprojects'><span class='av-icon-char' data-av_icon='\ue801' data-av_iconfont='spiritinprojects' aria-hidden=\"true\"><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\" aria-label=\"Icon: &lt;a href=&#039;https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level-mobile-application-testing\/&#039; title=&#039;ISTQB\u00ae CT - TESTING MOBILE APPLICATIONS&#039;&gt;ISTQB\u00ae CT - TESTING MOBILE APPLICATIONS&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/istqb-certified-tester-foundation-level-mobile-application-testing\/' title='ISTQB\u00ae CT - TESTING MOBILE APPLICATIONS'>ISTQB\u00ae CT - TESTING MOBILE APPLICATIONS<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, it is possible to obtain the CT-MAT certificate of ISTQB.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l86bvt-6b11478c9fa91ad8c4424c68e34ed629\">\n#top .hr.hr-invisible.av-l86bvt-6b11478c9fa91ad8c4424c68e34ed629{\nheight:1px;\n}\n<\/style>\n<div  class='hr av-l86bvt-6b11478c9fa91ad8c4424c68e34ed629 hr-invisible  avia-builder-el-60  el_after_av_iconlist  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div>\n","protected":false},"featured_media":0,"template":"","tags":[],"class_list":["post-21961","training","type-training","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI &amp; Testing - Spirit in Projects<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI &amp; Testing - Spirit in Projects\" \/>\n<meta property=\"og:url\" content=\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/\" \/>\n<meta property=\"og:site_name\" content=\"Spirit in Projects\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-17T14:54:03+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/\",\"url\":\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/\",\"name\":\"AI & Testing - Spirit in Projects\",\"isPartOf\":{\"@id\":\"https:\/\/spiritinprojects.com\/en\/#website\"},\"datePublished\":\"2024-09-30T13:30:26+00:00\",\"dateModified\":\"2025-11-17T14:54:03+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\/\/spiritinprojects.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI &#038; Testing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/spiritinprojects.com\/en\/#website\",\"url\":\"https:\/\/spiritinprojects.com\/en\/\",\"name\":\"Spirit in Projects\",\"description\":\"Enabling digital innovation\",\"publisher\":{\"@id\":\"https:\/\/spiritinprojects.com\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/spiritinprojects.com\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/spiritinprojects.com\/en\/#organization\",\"name\":\"Spirit in Projects\",\"url\":\"https:\/\/spiritinprojects.com\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/spiritinprojects.com\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/05\/sip_web.jpg\",\"contentUrl\":\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/05\/sip_web.jpg\",\"width\":340,\"height\":80,\"caption\":\"Spirit in Projects\"},\"image\":{\"@id\":\"https:\/\/spiritinprojects.com\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/spirit-in-projects\/about\/\",\"https:\/\/www.xing.com\/companies\/spiritinprojectsgmbh\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI & Testing - Spirit in Projects","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/","og_locale":"en_US","og_type":"article","og_title":"AI & Testing - Spirit in Projects","og_url":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/","og_site_name":"Spirit in Projects","article_modified_time":"2025-11-17T14:54:03+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/","url":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/","name":"AI & Testing - Spirit in Projects","isPartOf":{"@id":"https:\/\/spiritinprojects.com\/en\/#website"},"datePublished":"2024-09-30T13:30:26+00:00","dateModified":"2025-11-17T14:54:03+00:00","breadcrumb":{"@id":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/spiritinprojects.com\/en\/training\/ai-tester\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/spiritinprojects.com\/en\/"},{"@type":"ListItem","position":2,"name":"AI &#038; Testing"}]},{"@type":"WebSite","@id":"https:\/\/spiritinprojects.com\/en\/#website","url":"https:\/\/spiritinprojects.com\/en\/","name":"Spirit in Projects","description":"Enabling digital innovation","publisher":{"@id":"https:\/\/spiritinprojects.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/spiritinprojects.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/spiritinprojects.com\/en\/#organization","name":"Spirit in Projects","url":"https:\/\/spiritinprojects.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/spiritinprojects.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/05\/sip_web.jpg","contentUrl":"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2019\/05\/sip_web.jpg","width":340,"height":80,"caption":"Spirit in Projects"},"image":{"@id":"https:\/\/spiritinprojects.com\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/spirit-in-projects\/about\/","https:\/\/www.xing.com\/companies\/spiritinprojectsgmbh"]}]}},"_links":{"self":[{"href":"https:\/\/spiritinprojects.com\/en\/wp-json\/wp\/v2\/training\/21961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spiritinprojects.com\/en\/wp-json\/wp\/v2\/training"}],"about":[{"href":"https:\/\/spiritinprojects.com\/en\/wp-json\/wp\/v2\/types\/training"}],"wp:attachment":[{"href":"https:\/\/spiritinprojects.com\/en\/wp-json\/wp\/v2\/media?parent=21961"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spiritinprojects.com\/en\/wp-json\/wp\/v2\/tags?post=21961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}