{"id":25368,"date":"2023-08-15T09:41:12","date_gmt":"2023-08-15T07:41:12","guid":{"rendered":"https:\/\/www.prodabi.de\/?page_id=25368"},"modified":"2024-04-11T08:32:29","modified_gmt":"2024-04-11T06:32:29","slug":"materialien","status":"publish","type":"page","link":"https:\/\/www.prodabi.de\/en\/unterricht\/materialien\/","title":{"rendered":"Materials"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"25368\" class=\"elementor elementor-25368\" data-elementor-post-type=\"page\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-8756277 e-flex e-con-boxed e-con e-parent\" data-id=\"8756277\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8df400a elementor-extension-display-condition-disabled elementor-widget elementor-widget-shortcode\" data-id=\"8df400a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"accordion\" id=\"postAccordion\">\r\n    \r\n        <div class=\"accordion-item\">\r\n            <h2 class=\"accordion-header\" id=\"prodabi_klasse-5-7\">\r\n                <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\"\r\n                        data-bs-target=\"#prodabi_klasse-5-7_collapse\"\r\n                        aria-expanded=\"false\" aria-controls=\"prodabi_klasse-5-7_collapse\">\r\n\r\n                    <i class=\"far-solid fa-caret-right\"><\/i>\r\n                    Grade 5-7                <\/button>\r\n            <\/h2>\r\n            <div id=\"prodabi_klasse-5-7_collapse\" class=\"accordion-collapse collapse show\"\r\n                 aria-labelledby=\"prodabi_klasse-5-7\" data-bs-parent=\"#postAccordion\">\r\n\r\n                <div class=\"accordion-body\">\r\n                    <div class=\"accordion-inner-wrapper post-grid d-grid\">\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/datenbewusstsein\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img fetchpriority=\"high\" decoding=\"async\" width=\"479\" height=\"366\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Exploration-Standortdaten-Beispiel-Interpretation.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Exploration-Standortdaten-Beispiel-Interpretation.png 479w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Exploration-Standortdaten-Beispiel-Interpretation-16x12.png 16w\" sizes=\"(max-width: 479px) 100vw, 479px\" \/><\/div>                                <h4 class=\"post-title\"> Data awareness with location data<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Wo, wie und wozu werden Daten gesammelt und verarbeitet? \u2013 Datenbewusstsein durch die Exploration von Standortdaten aus dem Mobilfunknetz<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/entscheidungsbaeume-datenkarten-6\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img decoding=\"async\" width=\"2560\" height=\"1503\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1.png 2560w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-512x301.png 512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-1024x601.png 1024w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-768x451.png 768w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-1536x902.png 1536w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-2048x1202.png 2048w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-18x12.png 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>                                <h4 class=\"post-title\"> Decision trees with data cards<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Apfel oder Popcorn? Eine enaktive Einf\u00fchrung in KI, maschinelles Lernen und Entscheidungsb\u00e4ume mit Datenkarten<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                                            <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    \r\n        <div class=\"accordion-item\">\r\n            <h2 class=\"accordion-header\" id=\"prodabi_klasse-8-10\">\r\n                <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\"\r\n                        data-bs-target=\"#prodabi_klasse-8-10_collapse\"\r\n                        aria-expanded=\"false\" aria-controls=\"prodabi_klasse-8-10_collapse\">\r\n\r\n                    <i class=\"far-solid fa-caret-right\"><\/i>\r\n                    Grade 8-10                <\/button>\r\n            <\/h2>\r\n            <div id=\"prodabi_klasse-8-10_collapse\" class=\"accordion-collapse collapse\"\r\n                 aria-labelledby=\"prodabi_klasse-8-10\" data-bs-parent=\"#postAccordion\">\r\n\r\n                <div class=\"accordion-body\">\r\n                    <div class=\"accordion-inner-wrapper post-grid d-grid\">\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/datendetektiv_innen\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img decoding=\"async\" width=\"2512\" height=\"1647\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon.jpg 2512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-512x336.jpg 512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-1024x671.jpg 1024w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-768x504.jpg 768w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-1536x1007.jpg 1536w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-2048x1343.jpg 2048w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Datendetektivreihe_Icon-18x12.jpg 18w\" sizes=\"(max-width: 2512px) 100vw, 2512px\" \/><\/div>                                <h4 class=\"post-title\"> Data Detectives at Work<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Data exploration of multivariate data on the media use of young people<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/umweltexploration\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img loading=\"lazy\" decoding=\"async\" width=\"1390\" height=\"660\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202.png 1390w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202-512x243.png 512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202-1024x486.png 1024w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202-768x365.png 768w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Daten_vergleichen_Bild-e1777028856202-18x9.png 18w\" sizes=\"(max-width: 1390px) 100vw, 1390px\" \/><\/div>                                <h4 class=\"post-title\"> Exploration unserer Umwelt durch Epistemisches Programmieren<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Epistemisches Programmieren als Mittel zur Datenanalyse und Exploration pers\u00f6nlich bedeutsamer Kontexte am Beispiel von Umweltdaten<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/kuenstliche-intelligenz-und-maschinelles-lernen-mit-entscheidungsbaeumen\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img decoding=\"async\" width=\"2560\" height=\"1503\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1.png 2560w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-512x301.png 512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-1024x601.png 1024w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-768x451.png 768w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-1536x902.png 1536w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-2048x1202.png 2048w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Apfel_und_Popcorn_Teaser-1-18x12.png 18w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div>                                <h4 class=\"post-title\"> K\u00fcnstliche Intelligenz und Maschinelles Lernen mit Entscheidungsb\u00e4umen<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Apfel oder Popcorn? Eine enaktive Einf\u00fchrung in KI, maschinelles Lernen und Entscheidungsb\u00e4ume mit Datenkarten<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/datenbewusstsein-mittelstufe\/\" class=\"post-accordion-card\">\r\n                                <div class='image-wrapper'><img loading=\"lazy\" decoding=\"async\" width=\"2282\" height=\"1164\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste.png 2282w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-512x261.png 512w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-1024x522.png 1024w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-768x392.png 768w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-1536x783.png 1536w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-2048x1045.png 2048w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Beispielbild-Empfehlungsdienste-18x9.png 18w\" sizes=\"(max-width: 2282px) 100vw, 2282px\" \/><\/div>                                <h4 class=\"post-title\"> Datenbewusstsein am Beispiel von Empfehlungsdiensten<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Welche Rolle spielen Daten? \u2013 Datenbewusstsein am Beispiel von Empfehlungssystemen im Kontext von Streamingplattformen<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                                            <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    \r\n        <div class=\"accordion-item\">\r\n            <h2 class=\"accordion-header\" id=\"prodabi_klasse-11-13\">\r\n                <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\"\r\n                        data-bs-target=\"#prodabi_klasse-11-13_collapse\"\r\n                        aria-expanded=\"false\" aria-controls=\"prodabi_klasse-11-13_collapse\">\r\n\r\n                    <i class=\"far-solid fa-caret-right\"><\/i>\r\n                    Grade 11-13                <\/button>\r\n            <\/h2>\r\n            <div id=\"prodabi_klasse-11-13_collapse\" class=\"accordion-collapse collapse\"\r\n                 aria-labelledby=\"prodabi_klasse-11-13\" data-bs-parent=\"#postAccordion\">\r\n\r\n                <div class=\"accordion-body\">\r\n                    <div class=\"accordion-inner-wrapper post-grid d-grid\">\r\n                        \r\n                            <a href=\"https:\/\/www.prodabi.de\/en\/materialien\/hier-kommt-bald-mehr-2\/\" class=\"post-accordion-card\">\r\n                                                                <h4 class=\"post-title\"> The page is under construction<\/h4>\r\n                                <p class=\"post-accordion-exerpt\"> <b>Hier werden in Zukunft weitere Unterrichtsmodule f\u00fcr Klasse 11 -13 ver\u00f6ffentlicht<\/b><\/p>\r\n                                <div class=\"post-button-wrapper\">\r\n                                    <div class=\"post-button\">\r\n                                        <span>Mehr<\/span>\r\n                                        <i class=\"far-solid fa-chevron-right\"><\/i>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/a>\r\n\r\n\r\n                                            <\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n\r\n<script>\r\n\tdocument.addEventListener('DOMContentLoaded', function() {\r\n \t\tsetTimeout(function() {\r\n\t\t\tif (location.hash) {\r\n\t\t\t\tjQuery(location.hash + \".collapse\").collapse(\"show\");\r\n\t\t\t}\r\n\t\t}, 100);\r\n\t});\r\n<\/script>\r\n\r\n<style>\r\n\t.accordion-inner-wrapper, .accordion-body {\r\n\t\tdisplay: flex;\r\n\t\tflex-wrap: wrap;\r\n\t\tgap: 1rem;\r\n\t}\r\n<\/style>\n<\/div>\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<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-7ae23cd e-flex e-con-boxed e-con e-parent\" data-id=\"7ae23cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-3d1a7e4 e-flex e-con-boxed e-con e-child\" data-id=\"3d1a7e4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-682bd29 elementor-extension-display-condition-disabled elementor-widget elementor-widget-heading\" data-id=\"682bd29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Human vs. Machine<\/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<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-0bf6a5e e-flex e-con-boxed e-con e-child\" data-id=\"0bf6a5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d60025 elementor-widget__width-initial elementor-extension-display-condition-disabled elementor-widget elementor-widget-text-editor\" data-id=\"2d60025\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This teaching material deals with a variant of hexapawn in which students play themselves and also simulate a machine player. The aim is to understand how computers can learn through experience by collecting data from games played and thus \u2018training\u2019 themselves to play in an optimal way. This serves as an example of reinforcement learning, which also plays a role in the development of technologies such as ChatGPT and AlphaGo.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34ec14d elementor-extension-display-condition-disabled elementor-widget elementor-widget-image\" data-id=\"34ec14d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"256\" height=\"256\" src=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Logo-1-256x256.png\" class=\"attachment-thumbnail size-thumbnail wp-image-26108\" alt=\"\" srcset=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Logo-1-256x256.png 256w, https:\/\/www.prodabi.de\/wp-content\/uploads\/Logo-1-13x12.png 13w\" sizes=\"(max-width: 256px) 100vw, 256px\" \/>\t\t\t\t\t\t\t\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-2a283eb e-flex e-con-boxed e-con e-parent\" data-id=\"2a283eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c208279 elementor-align-center elementor-extension-display-condition-disabled elementor-widget elementor-widget-button\" data-id=\"c208279\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.prodabi.de\/wp-content\/uploads\/Human_vs_Machine_Material.zip\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Material<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>","protected":false},"excerpt":{"rendered":"<p>Mensch, Maschine! Dieses Unterrichtsmaterial behandelt eine Variante von Bauernschach, bei der Sch\u00fcler:innen selbst spielen und auch einen maschinellen Spieler simulieren. Ziel ist es, zu verstehen, wie Computer durch Erfahrung lernen k\u00f6nnen, indem sie aus gespielten Partien Daten sammeln und sich so auf eine optimale Spielweise &#8220;trainieren&#8221;. Dies dient als Beispiel f\u00fcr best\u00e4rkendes maschinelles Lernen, (engl. [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":25753,"parent":25365,"menu_order":47,"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-25368","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Materialien - 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\/unterricht\/materialien\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Materialien - ProDaBi\" \/>\n<meta property=\"og:description\" content=\"Mensch, Maschine! Dieses Unterrichtsmaterial behandelt eine Variante von Bauernschach, bei der Sch\u00fcler:innen selbst spielen und auch einen maschinellen Spieler simulieren. Ziel ist es, zu verstehen, wie Computer durch Erfahrung lernen k\u00f6nnen, indem sie aus gespielten Partien Daten sammeln und sich so auf eine optimale Spielweise &#8220;trainieren&#8221;. Dies dient als Beispiel f\u00fcr best\u00e4rkendes maschinelles Lernen, (engl. 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