{"id":20878,"date":"2024-09-19T09:48:03","date_gmt":"2024-09-19T07:48:03","guid":{"rendered":"https:\/\/spiritinprojects.com\/an-introduction-to-artificial-intelligence\/"},"modified":"2025-11-17T15:26:42","modified_gmt":"2025-11-17T14:26:42","slug":"fundamentals-of-artificial-intelligence","status":"publish","type":"training","link":"https:\/\/spiritinprojects.com\/en\/training\/fundamentals-of-artificial-intelligence\/","title":{"rendered":"AI Fundamentals for IT Professionals"},"content":{"rendered":"<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-19806 avia-img-lazy-loading-not-19806\"  src=\"https:\/\/spiritinprojects.com\/wp-content\/uploads\/2024\/09\/aiexpert-1400x700-1-1400x430.jpeg\" width=\"1400\" height=\"430\" title='aiexpert-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_one_full  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-20878'><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; 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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-20878'><div class='entry-content-wrapper clearfix'><div  class='flex_column av-4q6y3ik-ee1210e62d43ed6d2b0744082e06427a av_one_full  avia-builder-el-9  el_after_av_section  el_before_av_hr  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-c36a03d75ff74afe57c97f5734f9b133 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><p style=\"font-weight: 400;\">Are you a visionary thinker, ready for innovation, and want to know how the use of AI will be most beneficial for your company or your tasks? If you want to evaluate everything related to the field of AI application and engage with best practices, then look forward to this training. Together we will examine current application areas of Artificial Intelligence, Large Language Models, and modern Prompt Engineering. You will not only learn the fundamentals but also how to effectively deploy AI tools in the enterprise context and optimally prepare for AI integration in your company.<\/p>\n<\/div><\/section><\/p><\/div><\/p>\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-12  el_after_av_one_full  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-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 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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-15  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-16  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;\">Understand differences between artificial and natural intelligence<\/li>\n<li style=\"text-align: left;\">Discover and evaluate innovative AI application areas<\/li>\n<li style=\"text-align: left;\">Overview of various AI techniques and methods, especially Large Language Models<\/li>\n<li style=\"text-align: left;\">Understand practical AI applications in enterprises and assess impacts on business processes<\/li>\n<li style=\"text-align: left;\">Understand relevant methods for effective AI implementation<\/li>\n<li style=\"text-align: left;\">Master Prompt Engineering techniques and apply them in practice<\/li>\n<li style=\"text-align: left;\">Gain hands-on experience with current LLMs and AI tools<\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div>\n\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-17  el_after_av_two_third  el_before_av_one_full '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-1rwcw98-bea9e1c232cd805d706d99dbd20ead58 av_one_full  avia-builder-el-18  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<div>\n<p class=\"FirstParagraph\"><span lang=\"EN-US\">Business Analyst, Requirements Engineer, Usability Expert, Scrum Master, AI Expert, Project Manager, Project Lead, Demand Manager, Portfolio Manager, IT Project Manager, Test Manager, Tester, Test Automation Specialist, Test Engineer, Enterprise Architect, System Architect, Software Architect, Software Designer, Software Developer, Product Owner and anyone who wants to engage with artificial intelligence.<\/span><\/p>\n<\/div>\n<\/div><\/section><\/div>\n\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-20  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-8rfwa8-2188345bff6fe373b81e12177bf3e8f4 av_one_full  avia-builder-el-21  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><div  class='avia-button-wrap avia-button-center  avia-builder-el-22  avia-builder-el-no-sibling '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1kilxgx-6c4ed3e8e2a5e04cf155885764edec50\">\n#top #wrap_all .avia-button.av-m1kilxgx-6c4ed3e8e2a5e04cf155885764edec50:hover{\ncolor:white;\ntransition:all 0.4s ease-in-out;\n}\n#top #wrap_all .avia-button.av-m1kilxgx-6c4ed3e8e2a5e04cf155885764edec50:hover .avia-svg-icon svg:first-child{\nfill:white;\nstroke:white;\n}\n<\/style>\n<a href='https:\/\/training.spiritinprojects.com\/booking\/schedule\/IT%2010' class='avia-color-theme-color avia-font-color-theme-color avia-button avia-button-fullwidth av-m1kilxgx-6c4ed3e8e2a5e04cf155885764edec50 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-m4brzoox-013191181e96c56889cb8a1c15abdd92\">\n#top .hr.hr-invisible.av-m4brzoox-013191181e96c56889cb8a1c15abdd92{\nheight:75px;\n}\n<\/style>\n<div  class='hr av-m4brzoox-013191181e96c56889cb8a1c15abdd92 hr-invisible  avia-builder-el-23  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-18jy5yk-4e08808bb186e6973bdebe7644626aac av_one_full  avia-builder-el-24  el_after_av_hr  el_before_av_hr  first flex_column_div  '     ><section  class='av_textblock_section av-m0m6vct9-bf9eaa7427e199d97149eecbcda857ed '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>Syllabus<\/h2>\n<\/div><\/section><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-wuyk3w-577fb7ae4759ef65f9252d2f3d064231\">\n#top .hr.hr-invisible.av-wuyk3w-577fb7ae4759ef65f9252d2f3d064231{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-wuyk3w-577fb7ae4759ef65f9252d2f3d064231 hr-invisible  avia-builder-el-26  el_after_av_one_full  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"MotivationUndDenkweisen\"  class='av_textblock_section av-m0m6xvzq-411e5b2e4d6e83d586a679f8ae418884 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>1. Fundamentals<\/h3>\n<ul>\n<li>AI vs.\u00a0natural intelligence<\/li>\n<li>Benefits of using AI<\/li>\n<li>Weak and Strong AI<\/li>\n<li>Difference between AI, Machine Learning and Data Science<\/li>\n<li>Problems &#038; limitations<\/li>\n<li>When does AI investment pay off?<\/li>\n<li>ROI consideration and economic analysis<\/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-28  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"GrundlagenVonREAgile\"  class='av_textblock_section av-m0m72p59-a64845198a919c2ce247b88a811a92fe '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>2. Fundamental AI Application Areas<\/h3>\n<ul>\n<li>Natural Language Processing &#038; speech recognition<\/li>\n<li>Image recognition &#038; facial recognition<\/li>\n<li>Intelligent systems and autonomous systems &#038; robots<\/li>\n<li>Expert systems<\/li>\n<li>Generative AI and its application fields<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-7zedow-a9eed5e47bbaae55c9590f472553de24\">\n#top .hr.hr-invisible.av-7zedow-a9eed5e47bbaae55c9590f472553de24{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-7zedow-a9eed5e47bbaae55c9590f472553de24 hr-invisible  avia-builder-el-30  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"ArbeitsprodukteUndTechnikenInREAgile\"  class='av_textblock_section av-m0m72y60-9a32a22fa412d94f45de427b9bdd6e63 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>3. Fundamental AI Implementation Methods<\/h3>\n<ul>\n<li>Machine Learning<\/li>\n<li>Deep Learning<\/li>\n<li>Statistics<\/li>\n<li>Logic &#038; planning<\/li>\n<li>Large Language Models (LLMs)<\/li>\n<li>Transformer architecture<\/li>\n<li>Multimodal models<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1h3zw34-081f6dbad92c1ac1f846a69732ea454f\">\n#top .hr.hr-invisible.av-1h3zw34-081f6dbad92c1ac1f846a69732ea454f{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-1h3zw34-081f6dbad92c1ac1f846a69732ea454f hr-invisible  avia-builder-el-32  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-m0m73hd8-770f658bb8eef2915da5d00a1f41f9fc '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>4. Large Language Models in Practice<\/h3>\n<ul>\n<li>Overview of current LLMs (ChatGPT, Claude, Gemini, etc.)<\/li>\n<li>Open Source LLMs (Llama, DeepSeek, etc.)<\/li>\n<li>Multimodal capabilities: Text, Vision, Audio<\/li>\n<li>Use cases in enterprise context<\/li>\n<li>Retrieval-Augmented Generation (RAG)<\/li>\n<li>Hallucinations and their prevention<\/li>\n<li>Security and data protection in LLM usage<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-10b9wy8-c80c5fcc4560659e5b7f45c05d47444a\">\n#top .hr.hr-invisible.av-10b9wy8-c80c5fcc4560659e5b7f45c05d47444a{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-10b9wy8-c80c5fcc4560659e5b7f45c05d47444a hr-invisible  avia-builder-el-34  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-m18zuxnc-a10a1dea4624d14eca3ab10300d85277 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>5. Prompt Engineering &#8211; Fundamentals and Best Practices<\/h3>\n<ul>\n<li>What is Prompt Engineering and why is it important?<\/li>\n<li>Zero-Shot Prompting for simple tasks<\/li>\n<li>Few-Shot Prompting for domain-specific applications<\/li>\n<li>Chain-of-Thought (CoT) Prompting for complex problems<\/li>\n<li>Structured prompts and templates<\/li>\n<li>System prompts vs.\u00a0user prompts<\/li>\n<li>Cost optimization through efficient prompts<\/li>\n<li>Practical exercise: Prompt optimization for various use cases<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-pc8t2o-782a37033a9b1cc0c99b35687ad80d5e\">\n#top .hr.hr-invisible.av-pc8t2o-782a37033a9b1cc0c99b35687ad80d5e{\nmargin-top:0px;\nheight:1px;\n}\n<\/style>\n<div  class='hr av-pc8t2o-782a37033a9b1cc0c99b35687ad80d5e hr-invisible  avia-builder-el-36  el_after_av_textblock  el_before_av_textblock '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-m18zvole-3f3d7672c43eb03cb5d0cc5677e4760c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>6. Application Areas<\/h3>\n<ul>\n<li>Customer Support and chatbots<\/li>\n<li>Content Creation and Marketing<\/li>\n<li>Software Development with AI copilots<\/li>\n<li>Predictive Analytics and Forecasting<\/li>\n<li>Transportation &#038; autonomous vehicles<\/li>\n<li>Medicine and Healthcare<\/li>\n<li>Finance and Fraud Detection<\/li>\n<li>Supply Chain Optimization<\/li>\n<\/ul>\n<\/div><\/section>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-mi38l3kc-a53c4b5c31339b15813a2312a9b8f7a1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>7. AI and Society<\/h3>\n<ul>\n<li>Legal foundations and EU AI Act<\/li>\n<li>Ethics<\/li>\n<li>Data protection and GDPR<\/li>\n<li>Bias and fairness<\/li>\n<li>Sustainability and energy consumption<\/li>\n<\/ul>\n<\/div><\/section>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-mi38ldsa-8e3e3cc5ed8ea5380b65034fb294d003 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>8. AI Tools and Platforms 2026<\/h3>\n<ul>\n<li>OpenAI (ChatGPT)<\/li>\n<li>Anthropic Claude family<\/li>\n<li>Google Gemini Pro\/Flash<\/li>\n<li>Microsoft Copilot with multi-model integration<\/li>\n<li>Google TensorFlow<\/li>\n<li>PyTorch<\/li>\n<li>Microsoft Azure AI Services<\/li>\n<li>Amazon AWS AI Services<\/li>\n<li>Cloud platforms and their advantages and disadvantages<\/li>\n<li>Programming languages for AI development<\/li>\n<\/ul>\n<\/div><\/section>\n<section  id=\"OrganisatorischeAspekteVonREAgile\"  class='av_textblock_section av-mi38lv9z-f65b7bf2a99005e35ec7f29806d70bb7 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock sip-remove-top-border-after-section'  itemprop=\"text\" ><h3>9. Hands-on Workshop<\/h3>\n<ul>\n<li>Practical work with various LLMs (Open Source and Closed Source)<\/li>\n<li>Prompt Engineering for real business scenarios<\/li>\n<li>Evaluation of different LLM models (Small Language Models vs Large Language Models)<\/li>\n<li>Use case development for your company<\/li>\n<li>Best practices and lessons learned<\/li>\n<\/ul>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m1kioijm-14134d0b1c4d9dae5874bad59bcabee7\">\n#top .hr.hr-invisible.av-m1kioijm-14134d0b1c4d9dae5874bad59bcabee7{\nheight:75px;\n}\n<\/style>\n<div  class='hr av-m1kioijm-14134d0b1c4d9dae5874bad59bcabee7 hr-invisible  avia-builder-el-41  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-440t3i-f011b554aacd8956bab52158ea95b46a av_one_full  avia-builder-el-42  el_after_av_hr  avia-builder-el-last  first flex_column_div  '     ><section  class='av_textblock_section av-mhncczpf-d0d2e3ab9d06706623d106defe1f16f5 '   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-m38t7jfx-aeba5759b7667960fa40807b3f5f0493  avia-builder-el-44  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-m38t7jfx-aeba5759b7667960fa40807b3f5f0493 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m38t7ik3-f14467aac1ef308341b7bd727d0acd8e avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8c9' 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\/fundamentals-of-machine-learning-incl-deep-learning\/&#039; title=&#039;INTRODUCTION TO DEEP LEARNING&#039;&gt;INTRODUCTION TO DEEP LEARNING&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/fundamentals-of-machine-learning-incl-deep-learning\/' title='INTRODUCTION TO DEEP LEARNING'>INTRODUCTION TO DEEP LEARNING<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, you will earn a Certificate of Completion from Spirit in Projects.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38t7ik3-5-fe09d4588412ea96a4be3b6b79e724f7 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8c9' 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\/ai-and-data-ethics\/&#039; title=&#039;AI AND DATA ETHICS&#039;&gt;AI AND DATA ETHICS&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/ai-and-data-ethics\/' title='AI AND DATA ETHICS'>AI AND DATA ETHICS<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, you will earn a Certificate of Completion from Spirit in Projects.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38t7ik3-4-fd43373cf6b1c2f7fa8a900048c09c04 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8c9' 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\/applying-and-implementing-llm\/&#039; title=&#039;APPLYING AND INTEGRATING LLM&#039;&gt;APPLYING AND INTEGRATING LLM&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/applying-and-implementing-llm\/' title='APPLYING AND INTEGRATING LLM'>APPLYING AND INTEGRATING LLM<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, you will earn a Certificate of Completion from Spirit in Projects.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m38t7ik3-3-39a24d31003a5d427ba7f2c246849677 avia-font-entypo-fontello avia-iconfont avia-font-entypo-fontello'><span class='av-icon-char' data-av_icon='\ue8c9' 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\/ai-project-management\/&#039; title=&#039;PLANNING AND IMPLEMENTING PROJECTS WITH AI&#039;&gt;PLANNING AND IMPLEMENTING PROJECTS WITH AI&lt;\/a&gt;\"><h3 class='av_iconlist_title iconlist_title  '  itemprop=\"headline\" ><a href='https:\/\/spiritinprojects.com\/en\/training\/ai-project-management\/' title='PLANNING AND IMPLEMENTING PROJECTS WITH AI'>PLANNING AND IMPLEMENTING PROJECTS WITH AI<\/a><\/h3><\/header><div class='iconlist_content '  itemprop=\"text\" ><p>At the end of the course, you will earn a Certificate of Completion from Spirit in Projects.<\/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-jhhd1q-3bedc1386c223c5e3de978a1df250ede\">\n#top .hr.hr-invisible.av-jhhd1q-3bedc1386c223c5e3de978a1df250ede{\nheight:1px;\n}\n<\/style>\n<div  class='hr av-jhhd1q-3bedc1386c223c5e3de978a1df250ede hr-invisible  avia-builder-el-45  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":3096,"template":"","tags":[122,77],"class_list":["post-20878","training","type-training","status-publish","has-post-thumbnail","hentry","tag-digitalization","tag-innovation-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Fundamentals for IT Professionals - 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\/fundamentals-of-artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Fundamentals for IT Professionals - Spirit in Projects\" \/>\n<meta property=\"og:url\" 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