{"id":7516,"date":"2019-12-04T14:32:41","date_gmt":"2019-12-04T13:32:41","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7516"},"modified":"2024-03-30T09:53:19","modified_gmt":"2024-03-30T08:53:19","slug":"ai-qualification-fit-for-the-future","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/ai-qualification-fit-for-the-future\/","title":{"rendered":"KI-Qualifikation: Fit f\u00fcr die Zukunft"},"content":{"rendered":"<div data-colibri-id=\"7516-c1\" class=\"style-7411 style-local-7516-c1 position-relative\">\r\n  <!---->\r\n  <div data-colibri-component=\"section\" data-colibri-id=\"7516-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7412 style-local-7516-c2 position-relative\">\r\n    <!---->\r\n    <!---->\r\n    <div class=\"h-section-grid-container h-section-boxed-container\">\r\n      <!---->\r\n      <div data-colibri-id=\"7516-c3\" class=\"h-row-container gutters-row-lg-3 gutters-row-md-3 gutters-row-0 gutters-row-v-lg-3 gutters-row-v-md-3 gutters-row-v-3 style-7413 style-local-7516-c3 position-relative\">\r\n        <div class=\"background-wrapper\">\r\n          <div class=\"background-layer background-layer-media-container-lg\">\r\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7516-c3\" media=\"desktop\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/KI_Qualifikation_IMG_2278-1024x683-1.jpeg&quot;)\"><\/div>\r\n          <\/div>\r\n          <div class=\"background-layer background-layer-media-container-md\">\r\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7516-c3\" media=\"tablet\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/KI_Qualifikation_IMG_2278-1024x683-1.jpeg&quot;)\"><\/div>\r\n          <\/div>\r\n          <div class=\"background-layer background-layer-media-container\">\r\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7516-c3\" media=\"mobile\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/KI_Qualifikation_IMG_2278-1024x683-1.jpeg&quot;)\"><\/div>\r\n          <\/div>\r\n        <\/div>\r\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-3 gutters-col-md-3 gutters-col-0 gutters-col-v-lg-3 gutters-col-v-md-3 gutters-col-v-3\">\r\n          <!---->\r\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7414-outer style-local-7516-c4-outer\">\r\n            <div data-colibri-id=\"7516-c4\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-3 h-px-md-3 h-px-3 v-inner-lg-3 v-inner-md-3 v-inner-3 style-7414 style-local-7516-c4 position-relative\">\r\n              <!---->\r\n              <!---->\r\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\r\n                <!---->\r\n              <\/div>\r\n            <\/div>\r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n      <div data-colibri-id=\"7516-c5\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7415 style-local-7516-c5 position-relative\">\r\n        <!---->\r\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\r\n          <!---->\r\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-7416-outer style-local-7516-c6-outer\">\r\n            <div data-colibri-id=\"7516-c6\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7416 style-local-7516-c6 position-relative\">\r\n              <!---->\r\n              <!---->\r\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                <!---->\r\n                <div data-colibri-id=\"7516-c7\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7417 style-local-7516-c7 position-relative\">\r\n                  <!---->\r\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\r\n                    <!---->\r\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7418-outer style-local-7516-c8-outer\">\r\n                      <div data-colibri-id=\"7516-c8\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7418 style-local-7516-c8 position-relative\">\r\n                        <!---->\r\n                        <!---->\r\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                          <!---->\r\n                          <div data-colibri-id=\"7516-c9\" class=\"h-text h-text-component style-7419 style-local-7516-c9 position-relative h-element\">\r\n                            <!---->\r\n                            <!---->\r\n                            <div class=\"\">\r\n                              <p>Ausgabe 03\/2019<\/p>\r\n                            <\/div>\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c10\" class=\"h-x-container style-7420 style-local-7516-c10 position-relative h-element\">\r\n                            <!---->\r\n                            <div class=\"h-x-container-inner style-dynamic-7516-c10-group style-7420-spacing style-local-7516-c10-spacing\"><span class=\"h-link__outer style-7421-outer style-local-7516-c11-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Binaire-6-Magazin_web.pdf\" target=\"_blank\" data-colibri-id=\"7516-c11\" class=\"d-flex w-100 align-items-center h-link style-7421 style-local-7516-c11 position-relative\" rel=\"noopener\"><!----><!----> <span>Intelligente Produktion<\/span><\/a>\r\n                              <\/span>\r\n                            <\/div>\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c12\" class=\"style-7422 style-local-7516-c12 position-relative h-element\">\r\n                            <!---->\r\n                          <\/div>\r\n                        <\/div>\r\n                      <\/div>\r\n                    <\/div>\r\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7423-outer style-local-7516-c13-outer\">\r\n                      <div data-colibri-id=\"7516-c13\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7423 style-local-7516-c13 position-relative\">\r\n                        <!---->\r\n                        <!---->\r\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                          <!---->\r\n                          <div data-colibri-id=\"7516-c14\" class=\"h-global-transition-all h-heading style-7425 style-local-7516-c14 position-relative h-element\">\r\n                            <!---->\r\n                            <div class=\"h-heading__outer style-7425 style-local-7516-c14\">\r\n                              <!---->\r\n                              <!---->\r\n                              <h1 class=\"\">KI-Qualifikation: Fit f\u00fcr die Zukunft<\/h1>\r\n                            <\/div>\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c15\" class=\"style-7426 style-local-7516-c15 position-relative h-element\">\r\n                            <!---->\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c16\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7427 style-local-7516-c16 position-relative\">\r\n                            <!---->\r\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\r\n                              <!---->\r\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7428-outer style-local-7516-c17-outer\">\r\n                                <div data-colibri-id=\"7516-c17\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7428 style-local-7516-c17 position-relative\">\r\n                                  <!---->\r\n                                  <!---->\r\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                                    <!---->\r\n                                    <div data-colibri-id=\"7516-c18\" class=\"h-text h-text-component style-7429 style-local-7516-c18 position-relative h-element\">\r\n                                      <!---->\r\n                                      <!---->\r\n                                      <div class=\"\">\r\n                                        <p>Artificial intelligence will fundamentally change production &#8211; not only technical systems and the associated processes, but also the professional field of engineers and technicians. After all, someone must be able\r\n                                          to develop, adapt, use or maintain the intelligent systems.&nbsp;But there are still hardly any employees in small and medium-sized companies who are familiar with this. Several studies have shown that a lack\r\n                                          of know-how and skilled personnel in the German economy is slowing down the implementation of AI solutions &#8211; and thus threatening competitiveness.<\/p>\r\n                                        <p class=\"translation-block\"><p>Das\u00a0<em>L3S<\/em>\u00a0schafft seit 2018 Abhilfe mit dem KI-Qualifizierungsprogramm\u00a0<a href=\"https:\/\/ama-academy.eu\" target=\"_blank\" rel=\"nofollow noopener\" class=\"customize-unpreviewable\"><em>Applied Machine Learning Academy<\/em>\u00a0(AMA)<\/a>, einem gemeinsamen Projekt mit dem\u00a0<em>Institut f\u00fcr Fertigungstechnik und Werkzeugmaschinen<\/em>\u00a0(IFW) der\u00a0<em>Leibniz Universit\u00e4t Hannover<\/em>. Die Kurse und Veranstaltungen von\u00a0<em>AMA<\/em>\u00a0haben weit \u00fcber 500 Interessenten aus mehr als 200 Unternehmen erreicht. Nun folgt mit\u00a0<em>HAISEM-Lab<\/em>\u00a0ein weiteres Qualifizierungsprojekt, das auf dem Kursangebot und der technischen Infrastruktur von\u00a0<em>AMA<\/em>\u00a0aufbaut. Bei\u00a0<em>HAISEM-Lab<\/em>\u00a0geht es nicht nur um erforderliche Kompetenzen auf dem Gebiet der KI-Methoden, sondern auch um Hardware-basierte KI. Die Entwicklung von KI-Anwendungen auf Hardware stellt die systematische Software-Entwicklung vor neue Herausforderungen. Ein Beispiel: Wie sieht\u00a0<em>ad\u00e4quates Software-Engineering<\/em>\u00a0aus, wenn ein Teil des Verhaltens eines Programms erlernt ist (und bekanntlich auch Fehler macht)? Und welche Spezial-Hardware kann eingesetzt werden, um KI-Anwendungen effizienter zu machen und das Anwendungsspektrum zu erweitern? Hier besteht zus\u00e4tzlicher Forschungs- und Qualifizierungsbedarf, etwa zu Fragen der Wechselwirkung zwischen KI-Modellauswahl, Techniken der Software-Entwicklung und der Umsetzung auf Spezial-Hardware.<\/p><\/p>\r\n                                        <p><em>HAISEM-Lab<\/em>&nbsp;offers courses on concepts and methods of AI, machine learning, software development and hardware architectures from 2020. An interdisciplinary team prepares the qualification contents and\r\n                                          develops them further in line with requirements. The courses enable the participants to adapt their AI knowledge to new challenges in the working environment.<\/p>\r\n                                      <\/div>\r\n                                    <\/div>\r\n                                    <div data-colibri-id=\"7516-c19\" class=\"h-text h-text-component style-7429 style-local-7516-c19 position-relative h-element\">\r\n                                      <!---->\r\n                                      <!---->\r\n                                      <div class=\"\">\r\n                                        <p><strong style=\"font-size: 111%; font-weight: 600;\">KI-Trainer f\u00fcr KMU<\/strong><\/p>\r\n                                        <p class=\"translation-block\"><p>Und noch ein Angebot unterst\u00fctzt den Mittelstand bei Fragen zur k\u00fcnstlichen Intelligenz: Drei KI-Trainer des\u00a0<a href=\"https:\/\/www.mitunsdigital.de\/ki-trainer\" target=\"_blank\" rel=\"nofollow noopener\" class=\"customize-unpreviewable\"><em>Mittelstand 4.0-Kompetenzzentrums Hannover<\/em><\/a>\u00a0gehen in die Unternehmen und bieten Informationsgespr\u00e4che und Schulungen an. Sie geben kostenlos und unabh\u00e4ngig einen ersten \u00dcberblick \u00fcber k\u00fcnstliche Intelligenz und wollen sowohl Fach- als auch F\u00fchrungskr\u00e4ften die Scheu vor dem Thema nehmen. Zum fehlenden Fachwissen kommt n\u00e4mlich noch ein weitere H\u00fcrde: die Herausforderung, im eigenen Unternehmen Bereiche zu identifizieren, die vom Einsatz von KI-Methoden profitieren k\u00f6nnen. Mit Vortr\u00e4gen, Roadshows, Firmengespr\u00e4chen und Schulungen unterst\u00fctzt das\u00a0<em>Mittelstand 4.0-Kompetenzzentrum Hannover<\/em>\u00a0kleine und mittlere Unternehmen, um \u00fcber die Potentiale der k\u00fcnstlichen Intelligenz zu informieren, Besch\u00e4ftigte zum Themenbereich zu qualifizieren und vor Ort konkrete KI-Projekte anzusto\u00dfen.<\/p><\/p>\r\n                                        <p class=\"translation-block\"><p>Hinter dem Mittelstand 4.0-Kompetenzzentrum stehen das&nbsp;<em>Produktionstechnische Zentrum<\/em>&nbsp;(PZH) der&nbsp;<em>Leibniz Universit&auml;t Hannover<\/em>&nbsp;und das&nbsp;<em>Institut f&uuml;r Integrierte Produktion Hannover<\/em>&nbsp;(IPH). Zur St&auml;rkung der KI-Expertise wurde das&nbsp;<em>Forschungszentrum L3S<\/em>&nbsp;als Partner aufgenommen.<\/p><\/p>\r\n                                      <\/div>\r\n                                    <\/div>\r\n                                  <\/div>\r\n                                <\/div>\r\n                              <\/div>\r\n                            <\/div>\r\n                          <\/div>\r\n                        <\/div>\r\n                      <\/div>\r\n                    <\/div>\r\n                  <\/div>\r\n                <\/div>\r\n              <\/div>\r\n            <\/div>\r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/div>\r\n  <div data-colibri-component=\"section\" data-colibri-id=\"7516-c20\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7433 style-local-7516-c20 position-relative\">\r\n    <!---->\r\n    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align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\r\n          <!---->\r\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7438-outer style-local-7516-c25-outer\">\r\n            <div data-colibri-id=\"7516-c25\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7438 style-local-7516-c25 position-relative\">\r\n              <!---->\r\n              <!---->\r\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                <!---->\r\n                <div data-colibri-id=\"7516-c26\" class=\"h-global-transition-all h-heading style-7439 style-local-7516-c26 position-relative h-element\">\r\n                  <!---->\r\n                  <div class=\"h-heading__outer style-7439 style-local-7516-c26\">\r\n                    <!---->\r\n                    <!---->\r\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\r\n                  <\/div>\r\n                <\/div>\r\n                <div data-colibri-id=\"7516-c27\" class=\"d-block style-7440 style-local-7516-c27 position-relative h-element\">\r\n                  <!---->\r\n                  <div class=\"h-image__frame-container-outer\">\r\n                    <div class=\"h-image__frame-container\">\r\n                      <!---->\r\n                      <!---->\r\n                      <img decoding=\"async\" width=\"800\" height=\"314\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/ama-logo.png\" class=\"wp-image-6932 style-7440-image style-local-7516-c27-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/ama-logo.png 800w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/ama-logo-300x118.png 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/ama-logo-768x301.png 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/ama-logo-18x7.png 18w\" data-sizes=\"(max-width: 800px) 100vw, 800px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/314;\" \/>\r\n                      <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7440-frameImage style-local-7516-c27-frameImage\"><\/div>\r\n                    <\/div>\r\n                  <\/div>\r\n                <\/div>\r\n                <div data-colibri-id=\"7516-c28\" class=\"d-block style-7441 style-local-7516-c28 position-relative h-element\">\r\n                  <!---->\r\n                  <div class=\"h-image__frame-container-outer\">\r\n                    <div class=\"h-image__frame-container\">\r\n                      <!---->\r\n              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align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\r\n                    <!---->\r\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7444-outer style-local-7516-c32-outer\">\r\n                      <div data-colibri-id=\"7516-c32\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7444 style-local-7516-c32 position-relative\">\r\n                        <!---->\r\n                        <!---->\r\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                          <!---->\r\n                          <div data-colibri-id=\"7516-c33\" class=\"d-block style-7445 style-local-7516-c33 position-relative h-element\">\r\n                            <!---->\r\n                            <div class=\"h-image__frame-container-outer\">\r\n                              <div class=\"h-image__frame-container\">\r\n                                <!---->\r\n                                <!---->\r\n                                <img decoding=\"async\" width=\"1024\" height=\"1024\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024.jpg\" class=\"wp-image-7135 style-7445-image style-local-7516-c33-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024.jpg 1024w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024-300x300.jpg 300w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024-150x150.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024-768x768.jpg 768w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/sergej-zerr.1024x1024-12x12.jpg 12w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/1024;\" \/>\r\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7445-frameImage style-local-7516-c33-frameImage\"><\/div>\r\n                              <\/div>\r\n                            <\/div>\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c34\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7446 style-local-7516-c34 position-relative\">\r\n                            <!---->\r\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\r\n                              <!---->\r\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7447-outer style-local-7516-c35-outer\">\r\n                                <div data-colibri-id=\"7516-c35\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7447 style-local-7516-c35 position-relative\">\r\n                                  <!---->\r\n                                  <!---->\r\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\r\n                                    <!---->\r\n                                    <div data-colibri-id=\"7516-c36\" class=\"h-global-transition-all h-heading style-7439 style-local-7516-c36 position-relative h-element\">\r\n                                      <!---->\r\n                                      <div class=\"h-heading__outer style-7439 style-local-7516-c36\">\r\n                                        <!---->\r\n                                        <!---->\r\n                                        <h6 class=\"\">Dr. Sergej Zerr<\/h6>\r\n                                      <\/div>\r\n                                    <\/div>\r\n                                    <div data-colibri-id=\"7516-c37\" class=\"h-x-container style-7449 style-local-7516-c37 position-relative h-element\">\r\n                                      <!---->\r\n                                      <div class=\"h-x-container-inner style-dynamic-7516-c37-group style-7449-spacing style-local-7516-c37-spacing\"><span class=\"h-link__outer style-7450-outer style-local-7516-c38-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:szerr@l3s.de\"  data-colibri-id=\"7516-c38\" class=\"d-flex w-100 align-items-center h-link style-7450 style-local-7516-c38 position-relative\"><!----><!----> <span>szerr@l3s.de<\/span><\/a>\r\n                                        <\/span>\r\n                                      <\/div>\r\n                                    <\/div>\r\n                                  <\/div>\r\n                                <\/div>\r\n                              <\/div>\r\n                            <\/div>\r\n                          <\/div>\r\n                          <div data-colibri-id=\"7516-c39\" class=\"h-text h-text-component style-7451 style-local-7516-c39 position-relative h-element\">\r\n                            <!---->\r\n                            <!---->\r\n                            <div class=\"\">\r\n                              <p>Sergej Zerr ist wissenschaftlicher Mitarbeiter am L3S und Leiter der Applied Machine Learning Academy.<\/p>\r\n                            <\/div>\r\n                          <\/div>\r\n                        <\/div>\r\n                      <\/div>\r\n                    <\/div>\r\n                  <\/div>\r\n                <\/div>\r\n              <\/div>\r\n            <\/div>\r\n          <\/div>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/div>\r\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Issue: 03\/2019 Intelligente Produktion AI qualification: Fit for the future Artificial intelligence will fundamentally change production &#8211; not only technical systems and the associated processes, but also the professional field of engineers and technicians. After all, someone must be able to develop, adapt, use or maintain the intelligent systems.&nbsp;But there are still hardly any employees [&hellip;]<\/p>","protected":false},"author":7,"featured_media":7517,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,88],"class_list":["post-7516","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2019-03"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-21 16:41:46","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7516","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=7516"}],"version-history":[{"count":1,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7516\/revisions"}],"predecessor-version":[{"id":30611,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/7516\/revisions\/30611"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/2750"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/7517"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=7516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=7516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=7516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}