{"id":3340,"date":"2022-06-20T10:21:01","date_gmt":"2022-06-20T09:21:01","guid":{"rendered":"https:\/\/patrizia.dev4.de\/?post_type=real_insights&#038;p=3340"},"modified":"2024-05-17T11:10:03","modified_gmt":"2024-05-17T09:10:03","slug":"changing-course-green-shipping-corridors-2","status":"publish","type":"real_insights","link":"https:\/\/patrizia.haraldo.dev\/de\/real_insights\/changing-course-green-shipping-corridors-2\/","title":{"rendered":"Machines are the real game changer"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lte922ek-d39df2797f31b9dd9b82282d5b8ce4f3\">\n.avia-section.av-lte922ek-d39df2797f31b9dd9b82282d5b8ce4f3{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/iStock-1181558024_Digital.jpg);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-lte922ek-d39df2797f31b9dd9b82282d5b8ce4f3 header_color avia-section-no-padding avia-no-border-styling  avia-builder-el-0  el_before_av_codeblock  avia-builder-el-first  avia-full-stretch avia-bg-style-scroll av-minimum-height av-minimum-height-30vw av-height-percent_width  container_wrap fullsize'  data-section-bg-repeat='stretch' data-av_minimum_height_pc='30' data-av_min_height_opt='percent_width'><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-3340'><div class='entry-content-wrapper clearfix'><\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-3340'><div class='entry-content-wrapper clearfix'>\n\n<section  class='av_textblock_section av-lte96203-dc126903d2f00a0bda57a53717261c17 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h1>Machines are the real game changer<\/h1>\n<\/div><\/section>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f\">\n#top .flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nwidth:53.2%;\n}\n.responsive #top #wrap_all .flex_column.av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg6tm67-19714fc5d6a07f501c584b9076755f6f av_three_fifth  avia-builder-el-3  el_after_av_textblock  el_before_av_one_half  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-lwagknl6-e86b92aa882139099228d14ce5e0aec4 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>by Dr. Marcelo Cajias, Anett Wins<\/p>\n<\/div><\/section><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b\">\n#top .flex_column.av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg6xkyg-50f8750a3e1c7fea0ed005dde30a665b av_one_half  avia-builder-el-5  el_after_av_three_fifth  el_before_av_three_fourth  first flex_column_div  '     ><\/div><\/p>\n<div class='av-column-wrapper-individual av-mobile-columns-flex av-columns-reverse'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c\">\n#top .flex_column.av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltg3231x-94aa074a67a0f36a85eda2a8c2305d1c av_three_fourth  avia-builder-el-7  el_after_av_one_half  el_before_av_one_fourth  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65\">\n#top .av-post-metadata-container.av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65{\ncolor:#b2b2b2;\nmargin:60px 0 5px 0;\n}\n<\/style>\n<div  class='av-post-metadata-container av-ltmyvcju-0f172123649d7d3dfa4c6d460b8d4c65 av-metadata-container-align-left  avia-builder-el-8  el_before_av_textblock  avia-builder-el-first  real_insights-meta2 av-metadata-container-1'><div class='av-post-metadata-container-inner'><span class=\"av-post-metadata-content av-post-metadata-meta-content\"><span class=\"av-post-metadata-content av-post-metadata-published\"><span class=\"av-post-metadata-published-date\" >20. Juni 2022<\/span><\/span><\/span><\/div><\/div><br \/>\n<section  class='av_textblock_section av-ltfowa7i-1bded3df6f5697d50c75d224ae90fcc8 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock ri-teaser'  itemprop=\"text\" ><h3>The real estate industry is evolving faster than ever and has learned that its current strategic setup must adapt in the near future. The way of doing business with real estate will change, and investment managers\u2019 success might inversely relate to their speed in adopting new technologies to make real estate management more efficient, transparent and sustainable.<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lv0q7cqr-21c73cb5312f005ceb44b415543fa688 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>However, the current market environment feels like a mix of actors with a clear mindset between \u201cbusiness as usual\u201d and \u201cit is now or never.\u201d In other words, new technologies are not being equally adapted by the industry. This is indeed a strong assumption and a disruptive thought at the same time. Still, real estate today requires the ability to deal with digitalisation, machine learning (ML), tokenisation, and IoT, to name some. These concepts are certainly in vogue and represent the real estate industry&#8217;s increasing need to add a new pillar to the foundation: real estate data intelligence.<\/p>\n<\/div><\/section><\/p><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4\">\n#top .flex_column.av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n.responsive #top #wrap_all .flex_column.av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4{\nmargin-top:0px;\nmargin-bottom:0px;\n}\n<\/style>\n<div  class='flex_column av-ltfp5x23-57a1f9d161345c95e1344345e05bbfe4 av_one_fourth  avia-builder-el-11  el_after_av_three_fourth  el_before_av_one_third  ri-inhaltsverzeichnis flex_column_div  column-top-margin'     ><p><div  class='avia-builder-widget-area clearfix  avia-builder-el-12  el_before_av_social_share  avia-builder-el-first '><div id=\"avia_auto_toc-2\" class=\"widget clearfix avia-widget-container avia_auto_toc avia_no_block_preview\"><div class=\"avia-preview-headline\">NeoDesign Table of Contents<\/div><div class=\"avia-preview-info\">Titel: Inhaltsverzeichnis:<\/div><div class=\"avia-preview-in-front\">Table can only be rendered in frontend.<\/div><\/div><\/div><br \/>\n<div  class='av-social-sharing-box av-ltegg3rr-c727199f5d672709402708ebfbb4e7e0 av-social-sharing-box-default  avia-builder-el-13  el_after_av_sidebar  avia-builder-el-last  av-social-sharing-box-fullwidth'><div class=\"av-share-box\"><h5 class='av-share-link-description av-no-toc '>Insight teilen<\/h5><ul class=\"av-share-box-list noLightbox\"><li class='av-share-link av-social-link-square-x-twitter avia_social_iconfont' ><a target=\"_blank\" aria-label=\"Share on X\" href='https:\/\/twitter.com\/share?text=Machines%20are%20the%20real%20game%20changer&#038;url=https:\/\/patrizia.haraldo.dev\/de\/?p=3340' data-av_icon='\ue933' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Share on X'><span class='avia_hidden_link_text'>Share on X<\/span><\/a><\/li><li class='av-share-link av-social-link-linkedin avia_social_iconfont' ><a target=\"_blank\" aria-label=\"Teilen auf LinkedIn\" href='https:\/\/linkedin.com\/shareArticle?mini=true&#038;title=Machines%20are%20the%20real%20game%20changer&#038;url=https:\/\/patrizia.haraldo.dev\/de\/real_insights\/changing-course-green-shipping-corridors-2\/' data-av_icon='\ue8fc' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Teilen auf LinkedIn'><span class='avia_hidden_link_text'>Teilen auf LinkedIn<\/span><\/a><\/li><li class='av-share-link av-social-link-mail avia_social_iconfont' ><a  aria-label=\"Per E-Mail teilen\" href='mailto:?subject=Machines%20are%20the%20real%20game%20changer&#038;body=https:\/\/patrizia.haraldo.dev\/de\/real_insights\/changing-course-green-shipping-corridors-2\/' data-av_icon='\ue805' data-av_iconfont='entypo-fontello'  title='' data-avia-related-tooltip='Per E-Mail teilen'><span class='avia_hidden_link_text'>Per E-Mail teilen<\/span><\/a><\/li><\/ul><\/div><\/div><\/p><\/div><\/div><!--close flex column wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-lv0rcedr-5d02ce9a7007bdc71c9db49b68066632 sc-av_one_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lv0rcedr-5d02ce9a7007bdc71c9db49b68066632\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lv0rcedr-5d02ce9a7007bdc71c9db49b68066632{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n<\/style>\n<div  class='flex_column av-lv0rcedr-5d02ce9a7007bdc71c9db49b68066632 av_one_third  avia-builder-el-14  el_after_av_one_fourth  el_before_av_two_third  real_insights-zitat first flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><div  class='avia-testimonial-wrapper av-lv0rc6om-e1f7ca2af5b4772df8f3d6d5b6e904bf avia-grid-testimonials avia-grid-1-testimonials avia_animate_when_almost_visible av-minimal-grid-style av-boxed-grid-style' >\n<section class=\"avia-testimonial-row\"><div class='avia-testimonial av-lv0rbxwn-7c3338359e1b2b69ed9136a50476cdd6 avia-testimonial-row-1 avia-first-testimonial flex_column no_margin av_one_full'><div class='avia-testimonial_inner'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia-testimonial-content '><div class='avia-testimonial-markup-entry-content'  itemprop=\"text\" ><p><strong>The past decade has shed light on one of the industry&#8217;s darkest problems: lack of data. The real estate industry is more the rule than the exception regarding a lack of transparency. Perhaps, therefore, data collection has been the focus of many think tanks. One might think that the increase in information would lead to greater transparency, more accurate pricing, and, finally, more efficient markets. But the opposite seems to be the case.<\/strong><\/p>\n<\/div><\/div><div class=\"avia-testimonial-meta\"><div class=\"avia-testimonial-arrow-wrap\"><div class=\"avia-arrow\"><\/div><\/div><div class='avia-testimonial-meta-mini'  itemprop=\"author\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/Person\" ><\/div><\/div><\/div><\/div><\/section>\n<\/div><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltfmkbpj-1cf91bf8105edf7dee7b3c52fa043ea7\">\n#top .flex_column_table.av-equal-height-column-flextable.av-ltfmkbpj-1cf91bf8105edf7dee7b3c52fa043ea7{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n.flex_column.av-ltfmkbpj-1cf91bf8105edf7dee7b3c52fa043ea7{\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-ltfmkbpj-1cf91bf8105edf7dee7b3c52fa043ea7 av_two_third  avia-builder-el-16  el_after_av_one_third  el_before_av_hr  flex_column_table_cell av-equal-height-column av-align-middle av-zero-column-padding  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lutkr63k-7c5b2251cd4b38997af3512a4c4ca684\">\n.avia-image-container.av-lutkr63k-7c5b2251cd4b38997af3512a4c4ca684 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lutkr63k-7c5b2251cd4b38997af3512a4c4ca684 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lutkr63k-7c5b2251cd4b38997af3512a4c4ca684 av-styling- av-img-linked avia-align-center  avia-builder-el-17  avia-builder-el-no-sibling  img-height-500'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><a href=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Maschines_are_the_real_game_changer.pdf\" class='avia_image '  target=\"_blank\"  rel=\"noopener noreferrer\" aria-label='maschines_are_the_real_game_changers_cover'><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-3344 avia-img-lazy-loading-not-3344 avia_image ' src=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover.jpg\" alt='' title='maschines_are_the_real_game_changers_cover'  height=\"1443\" width=\"1024\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover.jpg 1024w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover-213x300.jpg 213w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover-731x1030.jpg 731w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover-768x1082.jpg 768w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/maschines_are_the_real_game_changers_cover-500x705.jpg 500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9\">\n#top .hr.av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n.hr.av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9 .hr-inner{\nwidth:100%;\nborder-color:#000000;\n}\n<\/style>\n<div  class='hr av-ltmyue6h-a5793e9c3f9b78be021854e0bb5231b9 hr-custom  avia-builder-el-18  el_after_av_two_third  el_before_av_one_full  hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-thin'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-88zap9-7b5719e623f77d56afe8b9993a7e41ad\">\n#top .flex_column.av-88zap9-7b5719e623f77d56afe8b9993a7e41ad{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n.responsive #top #wrap_all .flex_column.av-88zap9-7b5719e623f77d56afe8b9993a7e41ad{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n<\/style>\n<div  class='flex_column av-88zap9-7b5719e623f77d56afe8b9993a7e41ad av_one_full  avia-builder-el-19  el_after_av_hr  el_before_av_two_third  first flex_column_div  '     ><section  class='av_textblock_section av-lutlo4rw-4b13ca463f8b996ba17543016ce7686f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2>About the authors<\/h2>\n<\/div><\/section><\/div>\n<div class='flex_column_table av-4v72wt-b5ddf6767d45d4cf47ed08e8ce7c7c94 sc-av_two_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4v72wt-b5ddf6767d45d4cf47ed08e8ce7c7c94\">\n#top .flex_column_table.av-equal-height-column-flextable.av-4v72wt-b5ddf6767d45d4cf47ed08e8ce7c7c94{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n<\/style>\n<div  class='flex_column av-4v72wt-b5ddf6767d45d4cf47ed08e8ce7c7c94 av_two_third  avia-builder-el-21  el_after_av_one_full  el_before_av_one_third  first flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><section  class='av_textblock_section av-lutlmzn4-49886e512ca3936b9d753e52bbb30650 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Dr. Marcelo Cajias<br \/>\nHead of Data Intelligence<\/h3>\n<p>Marcelo Cajias heads the Data Intelligence section, which is part of the Investment Strategy and Research team at PATRIZIA. In his role he is responsible for the global portfolio of analytical solutions and dashboards that support strategic investment decisions by means of observed and unobserved machine learning forecast models for various asset classes. Marcelo studied business administration at the University of Regensburg in Germany, majoring in statistics, econometrics and real estate economics.<\/p>\n<\/div><\/section><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1w0ml9-cfb92a17c178a5dece3a9ea309011d7a\">\n#top .flex_column_table.av-equal-height-column-flextable.av-1w0ml9-cfb92a17c178a5dece3a9ea309011d7a{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n<\/style>\n<div  class='flex_column av-1w0ml9-cfb92a17c178a5dece3a9ea309011d7a av_one_third  avia-builder-el-23  el_after_av_two_third  el_before_av_two_third  flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lutlko6m-4f653db1df02669be8ef97efdf751da9\">\n.avia-image-container.av-lutlko6m-4f653db1df02669be8ef97efdf751da9 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lutlko6m-4f653db1df02669be8ef97efdf751da9 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lutlko6m-4f653db1df02669be8ef97efdf751da9 av-styling- avia-align-center  avia-builder-el-24  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-3071 avia-img-lazy-loading-not-3071 avia_image ' src=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-216x300.jpg\" alt='' title='Marcelo Cajias'  height=\"300\" width=\"216\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-216x300.jpg 216w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-743x1030.jpg 743w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-768x1064.jpg 768w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-1108x1536.jpg 1108w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-1478x2048.jpg 1478w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-509x705.jpg 509w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Marcelo_Cajias-scaled.jpg 1847w\" sizes=\"(max-width: 216px) 100vw, 216px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n<div class='flex_column_table av-lutlp4p4-2a1d53ded06dcd530872ce7c3d08961a sc-av_two_third av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lutlp4p4-2a1d53ded06dcd530872ce7c3d08961a\">\n#top .flex_column_table.av-equal-height-column-flextable.av-lutlp4p4-2a1d53ded06dcd530872ce7c3d08961a{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n<\/style>\n<div  class='flex_column av-lutlp4p4-2a1d53ded06dcd530872ce7c3d08961a av_two_third  avia-builder-el-25  el_after_av_one_third  el_before_av_one_third  first flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><section  class='av_textblock_section av-lutllwuj-812d549661a6f6be6fe3b21963f71231 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Anett Wins<br \/>\nAssociate Data Intelligence<\/h3>\n<p>Anett Wins is the data scientist responsible for building and estimating statistical models to find hidden patterns and indicated trends. To answer predictive and prescriptive research questions, she applies advanced machine learning algorithms.<\/p>\n<\/div><\/section><\/div>\n<div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6gqu8t-6c0069ad676843c49034e34ddc73270e\">\n#top .flex_column_table.av-equal-height-column-flextable.av-6gqu8t-6c0069ad676843c49034e34ddc73270e{\nmargin-top:20px;\nmargin-bottom:20px;\n}\n<\/style>\n<div  class='flex_column av-6gqu8t-6c0069ad676843c49034e34ddc73270e av_one_third  avia-builder-el-27  el_after_av_two_third  el_before_av_hr  flex_column_table_cell av-equal-height-column av-align-middle  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lutlk9s6-3b57c967896eca4c17fb11b8037ec88f\">\n.avia-image-container.av-lutlk9s6-3b57c967896eca4c17fb11b8037ec88f img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lutlk9s6-3b57c967896eca4c17fb11b8037ec88f .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lutlk9s6-3b57c967896eca4c17fb11b8037ec88f av-styling- avia-align-center  avia-builder-el-28  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-3298 avia-img-lazy-loading-not-3298 avia_image ' src=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Anett_Wins-227x300.jpg\" alt='' title='Anett_Wins'  height=\"300\" width=\"227\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Anett_Wins-227x300.jpg 227w, https:\/\/patrizia.haraldo.dev\/wp-content\/uploads\/Anett_Wins.jpg 414w\" sizes=\"(max-width: 227px) 100vw, 227px\" \/><\/div><\/div><\/div><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2vgry5-a1f9b4a8c0435ed7a821f01deb125d63\">\n#top .hr.av-2vgry5-a1f9b4a8c0435ed7a821f01deb125d63{\nmargin-top:30px;\nmargin-bottom:30px;\n}\n.hr.av-2vgry5-a1f9b4a8c0435ed7a821f01deb125d63 .hr-inner{\nwidth:100%;\nborder-color:#000000;\n}\n<\/style>\n<div  class='hr av-2vgry5-a1f9b4a8c0435ed7a821f01deb125d63 hr-custom  avia-builder-el-29  el_after_av_one_third  avia-builder-el-last  hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-thin'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Lesedauer<\/span> <span class=\"rt-time\"> 9<\/span> <span class=\"rt-label rt-postfix\">Minuten<\/span><\/span><\/p>\n","protected":false},"author":17,"featured_media":3341,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[59,33],"tags":[119,120,109,130,134],"ri-category":[],"coauthors":[156,165],"class_list":["post-3340","real_insights","type-real_insights","status-publish","format-standard","has-post-thumbnail","hentry","category-real-innovation","category-real_insights","tag-data-analytics","tag-digitalisation","tag-innovation","tag-investment-strategy-research","tag-marcelo-cajias"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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