{"id":25815,"date":"2023-10-19T08:46:32","date_gmt":"2023-10-19T06:46:32","guid":{"rendered":"https:\/\/www.prodabi.de\/?page_id=25815"},"modified":"2026-03-05T13:53:56","modified_gmt":"2026-03-05T12:53:56","slug":"datendetektivinnen-bei-der-arbeit","status":"publish","type":"page","link":"https:\/\/www.prodabi.de\/en\/fortbildungen\/informationen\/datendetektivinnen-bei-der-arbeit\/","title":{"rendered":"Professional Development for Data Detectives at Work"},"content":{"rendered":"
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Here you will find information on the Professional Development Course for Teachers<\/strong> \"data detectives at work\".<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Target Group and Requirements<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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The course is aimed at teachers of lower secondary school types who have already obtained a teaching qualification for lower secondary school and who teach or want to teach computer science or mathematics in lower secondary school and who would like to include data science and ideas of data-driven machine learning and artificial intelligence in their compulsory elective lessons in grades 8 to 10.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Contents<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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In this professional development module, two teaching units focus on the introduction to data science using data exploration and decision trees as an AI method of machine learning. The two teaching units in this module can be used in different ways. They can be taught in sequence or as individual units, depending on the desired focus.<\/p>

This module uses the free, browser-based software CODAP<\/a> , with which data exploration and decision trees can be developed interactively without programming.<\/p>

Teaching unit 1<\/u>In the first teaching unit, pupils explore survey data on media use by young people using the web-based data science tool CODAP with a focus on statistical analyses. The application context is an online platform that wants to place targeted advertising for young people for various customers. The pupils examine the multivariate data set under various questions and develop project-based analyses and interpretations, which they present at the end of the lesson. The focus is on the content area of data and information. The unit comprises approx. 8 lessons.
Teaching unit 2<\/u>In the second teaching unit, the results from the first unit can be used to create forecasts for various questions using the AI method of decision trees. The focus here is on learning and understanding decision trees as a data-based decision model. The pupils first create decision trees intuitively and manually using the CODAP software based on the data set. The pupils then systematize the creation process step by step in order to understand how an algorithm can automatically create decision trees. Another focus is on the evaluation of finished decision models using test data. The unit comprises approx. 8 lessons.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Material<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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The slides and other materials for professional development will be published here soon.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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News<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\n\t\t\t\tNew training course \"Data detectives at work\" starts on 13.12.2023\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\t15. September 2023\t\t<\/span>\n\t\t\t\t\n\t\t\tNo Comments\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t
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Der n\u00e4chste Durchgang der Fortbildung “Datendetekiv*innen bei der Arbeit – Data Science und k\u00fcnstliche Intelligenz (ohne Programmieren)” findet als zweit\u00e4gige Lehrkr\u00e4ftefortbildung statt am 13.12.2023 und<\/p>\n\t\t<\/div>\n\t\t\n\t\t\n\t\t\tWeiterlesen \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Hier finden Sie Informationen zur mehrfach durchgef\u00fchrten Lehrkr\u00e4ftefortbildung “Datendetektiv:innen bei der Arbeit”. Zielgruppe und Voraussetzungen Das Angebot richtet sich an Lehrerinnen und Lehrer der Schulformen der Sek I, die bereits ein Lehramt f\u00fcr die Sek I erworben haben und in der Sek I das Fach Informatik oder Mathematik unterrichten bzw. unterrichten wollen, und die in […]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":25636,"menu_order":36,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-25815","page","type-page","status-publish","hentry"],"yoast_head":"\nFortbildung Datendetektiv:innen bei der Arbeit - ProDaBi<\/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:\/\/www.prodabi.de\/en\/fortbildungen\/informationen\/datendetektivinnen-bei-der-arbeit\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fortbildung Datendetektiv:innen bei der Arbeit - ProDaBi\" \/>\n<meta property=\"og:description\" content=\"Hier finden Sie Informationen zur mehrfach durchgef\u00fchrten Lehrkr\u00e4ftefortbildung “Datendetektiv:innen bei der Arbeit”. 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