{"id":184234,"date":"2023-08-24T15:01:25","date_gmt":"2023-08-24T14:01:25","guid":{"rendered":"https:\/\/datascientest.com\/de\/?p=184234"},"modified":"2023-10-30T15:34:12","modified_gmt":"2023-10-30T14:34:12","slug":"quantum-machine-learning-an-der-schnittstelle-zwischen-neuen-technologien","status":"publish","type":"post","link":"https:\/\/datascientest.com\/de\/quantum-machine-learning-an-der-schnittstelle-zwischen-neuen-technologien","title":{"rendered":"Quantum Machine Learning: An der Schnittstelle zwischen neuen Technologien"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"184234\" class=\"elementor elementor-184234\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7663bb4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7663bb4a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-69205127\" data-id=\"69205127\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62cb7e7c elementor-widget elementor-widget-heading\" data-id=\"62cb7e7c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Quantum Machine Learning ist eine Kombination aus maschinellem Lernen und Quantum-Computing-Technologien. Erfahre alles, was du dar\u00fcber wissen musst, wie es funktioniert, welche Programmiersprachen es gibt und welche Cloud-Dienste es gibt.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7ba99061 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ba99061\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-499a8d77\" data-id=\"499a8d77\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2bafe4b2 elementor-widget elementor-widget-text-editor\" data-id=\"2bafe4b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><a href=\"https:\/\/datascientest.com\/de\/machine-learning-projekt-wie-bereite-ich-meine-umgebung-vor-bevor-ich-ein-projekt-beginne\">Machine Learning<\/a> und Quantencomputer sind zwei revolution\u00e4re Technologien, die sich zu Beginn des neuen Jahrhunderts rasant entwickeln. Beide sind dazu bestimmt, die Welt und unser Leben zu ver\u00e4ndern.<\/p><p>Maschinelles Lernen oder <a href=\"https:\/\/datascientest.com\/de\/machine-learning-modelle-so-geht-diemodellierung-eines-machine-learning-projekts\">Machine Learning<\/a> ist eine Unterkategorie der k\u00fcnstlichen Intelligenz, die es einem Computer erm\u00f6glicht, durch das Sammeln von Erfahrungen zu lernen und sich zu verbessern.<\/p><p>Anstatt programmiert zu werden,<a href=\"https:\/\/datascientest.com\/de\/sentiment-analysis-und-machine-learning\"> lernt das System also selbstst\u00e4ndig wie ein Mensch.<\/a><\/p><p>\u00a0<\/p><p>\ud83d\udca1 Auch interessant:<\/p><table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\"><colgroup><col width=\"426\" \/><\/colgroup><tbody><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Deep Learning vs. Machine Learning&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/deep-learning-vs-machine-learning\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/deep-learning-vs-machine-learning\" target=\"_blank\" rel=\"noopener\">Deep Learning vs. Machine Learning<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Data Poisoning&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/data-poisoning-eine-bedrohung-fuer-machine-learning-modelle\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/data-poisoning-eine-bedrohung-fuer-machine-learning-modelle\" target=\"_blank\" rel=\"noopener\">Data Poisoning<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Machine Learning Data Sets Top 5&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/machine-learning-data-sets-top-5-websites\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/machine-learning-data-sets-top-5-websites\" target=\"_blank\" rel=\"noopener\">Machine Learning Data Sets Top 5<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Die Top 3 Machine Learning Algorithmen&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/3-machine-learning-algorithmen-fuer-deinen-job\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/3-machine-learning-algorithmen-fuer-deinen-job\" target=\"_blank\" rel=\"noopener\">Die Top 3 Machine Learning Algorithmen<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Aversarial Examples im Machine Learning&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/adversarial-examples-im-machine-learning\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/adversarial-examples-im-machine-learning\" target=\"_blank\" rel=\"noopener\">Aversarial Examples im Machine Learning<\/a><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-68cb39a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68cb39a9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5626b35e\" data-id=\"5626b35e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6cbb52aa elementor-widget elementor-widget-text-editor\" data-id=\"6cbb52aa\" data-element_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<blockquote><p>Beim Quantencomputer oder Quantum Computing geht es darum, die Ph\u00e4nomene der Quantenmechanik zu nutzen, um mathematische Berechnungen und Operationen durchzuf\u00fchren. In der Theorie ist die Leistung eines Quantencomputers so hoch, dass er im Vergleich zu einem herk\u00f6mmlichen Computer neue M\u00f6glichkeiten bietet.<\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af19c0b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af19c0b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5b23db4e\" data-id=\"5b23db4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-793ea18 elementor-widget elementor-widget-text-editor\" data-id=\"793ea18\" data-element_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<p>So k\u00f6nnen diese Maschinen<strong> extrem komplexe Simulationen durchf\u00fchren,<\/strong> neue <a href=\"https:\/\/datascientest.com\/de\/clean-das-revolutionaere-neue-data-tool-fuer-die-medizin\">Medikamente entwerfen<\/a>, neue Materialien erfinden, indem sie Atome kartographieren&#8230; oder maschinelle Lernsysteme trainieren.<\/p><p>Wenn n\u00e4mlich w\u00e4hrend der Aufgaben des <a href=\"https:\/\/datascientest.com\/de\/q-learning-machine-learning-mit-verstaerkendem-lernen\">maschinellen Lernens<\/a> Datenpunkte in gro\u00dfem Ma\u00dfstab projiziert werden, ist es f\u00fcr einen herk\u00f6mmlichen Computer schwierig, so gro\u00dfe Berechnungen durchzuf\u00fchren. Die Operationen k\u00f6nnten zwar durchgef\u00fchrt werden, aber das w\u00fcrde viele Stunden in Anspruch nehmen.<\/p><p>Durch die \u00dcberlagerung von <a href=\"https:\/\/datascientest.com\/de\/bits-and-pretzels-muenchen-die-messe-fuer-startups-und-datenwissenschaften\">Bits<\/a> k\u00f6nnen Quantencomputer dieses Problem l\u00f6sen und das maschinelle Lernen erheblich beschleunigen. Dies wird als &#8222;maschinelles Quantenlernen&#8220; bezeichnet.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-630708ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"630708ef\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-51a875f3\" data-id=\"51a875f3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-216f104d elementor-widget elementor-widget-video\" data-id=\"216f104d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=DmzWsvb-Un4&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77c41999 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"77c41999\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4cbd41f9\" data-id=\"4cbd41f9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-577f67ed elementor-widget elementor-widget-heading\" data-id=\"577f67ed\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Wie funktioniert Quantum Machine Learning?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50399bdb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50399bdb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5f9e9794\" data-id=\"5f9e9794\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-23c96a51 elementor-widget elementor-widget-text-editor\" data-id=\"23c96a51\" data-element_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<p><strong>Quantum Machine-Learning<\/strong> kann auf jedem Quantencomputer durchgef\u00fchrt werden, der \u00fcber die Cloud zug\u00e4nglich ist.<\/p><p>Du stellst zun\u00e4chst die Anzahl der Versuche ein, die der <a href=\"https:\/\/datascientest.com\/de\/quantenalgorithmen-die-naechste-generation-bald-auf-dem-markt\">Algorithmus<\/a> durchf\u00fchren soll, die Anzahl der Qubits, die die Schaltung haben soll (entsprechend der Anzahl der Merkmale des Datenbestands), und startest dann den <strong>Machine-Learning-Algorithmus mit Quantenverhalten.<\/strong><\/p><p>Ein <a href=\"https:\/\/datascientest.com\/de\/quant-weiterbildung\">Quantencomputer<\/a> kann wie ein neuronales Netz verwendet und trainiert werden, und <a href=\"https:\/\/datascientest.com\/de\/neuronale-netze-einfach-erklaert\">neuronale Netze<\/a> weisen Merkmale der Quantenphysik auf. Eine trainierte<a href=\"https:\/\/datascientest.com\/de\/quantitative-analyse-was-ist-das-und-wie-wird-lernt-man-es\"> Quantencomputerschaltung<\/a> kann verwendet werden, um den Inhalt von Bildern zu klassifizieren. Dazu wird das Bild in den physikalischen Zustand des Ger\u00e4ts codiert und es werden Messungen vorgenommen.<\/p><p><strong>Quantum Machine Learning<\/strong> geht \u00fcber die Verwendung von Quantencomputern zur L\u00f6sung von Problemen des maschinellen Lernens hinaus.<\/p><p>Ein <strong>Quantencomputer<\/strong> ist in der Lage, die erforderlichen Kontrollparameter selbst zu \u00e4ndern, um bei der Ausf\u00fchrung einer bestimmten Aufgabe besser zu werden. Das Konzept des &#8222;Lernens&#8220; wird also noch weiter getrieben.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c6c9e9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c6c9e9e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f394921\" data-id=\"2f394921\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-28a9eac6 elementor-widget elementor-widget-heading\" data-id=\"28a9eac6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Welche Programmiersprachen gibt es f\u00fcr Quantum Machine Learning?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56ac5a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56ac5a9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-73eb5049\" data-id=\"73eb5049\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7592b63d elementor-widget elementor-widget-text-editor\" data-id=\"7592b63d\" data-element_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<p>F\u00fcr Quanten-Machine-Learning werden haupts\u00e4chlich die Qiskit- und Pennylane-Bibliotheken von Python verwendet. Qiskit ist ein <a href=\"https:\/\/datascientest.com\/de\/open-source-definition\">Open-Source-SDK<\/a>, das die Arbeit mit Quantencomputern auf der Ebene von Impulsen, Schaltkreisen und Algorithmen erm\u00f6glicht. Es bietet Werkzeuge zur Erstellung und Manipulation von Quantenprogrammen und erm\u00f6glicht es, diese auf <strong>Prototypen von Quantenger\u00e4ten<\/strong> auszuf\u00fchren.<\/p><p>Pennylane seinerseits erm\u00f6glicht unter anderem die \u00c4nderung von Parametern innerhalb einer <strong>schrittweisen Abstiegsoptimierung.<\/strong> Dies wird als &#8222;gradueller Quantenabstieg&#8220; bezeichnet. Die Bibliothek ist plattform\u00fcbergreifend und l\u00e4sst sich leicht in Qiskit integrieren.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2efc4960 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2efc4960\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-591854d8\" data-id=\"591854d8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f26211a elementor-widget elementor-widget-video\" data-id=\"2f26211a\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=C9LrOVtDXQI&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1b49ea88 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1b49ea88\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-67195d06\" data-id=\"67195d06\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7381f71c elementor-widget elementor-widget-heading\" data-id=\"7381f71c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Welche Quanten-Machine-Learning-Dienste gibt es?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a0840b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a0840b1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d4981c6\" data-id=\"3d4981c6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74c9ee77 elementor-widget elementor-widget-text-editor\" data-id=\"74c9ee77\" data-element_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<p>Was sind <strong>Quanten-Machine-Learning-Dienste?<\/strong> IBM bietet seine Q Experience an: eine Online-Plattform, die den Zugriff auf verschiedene Prototypen von Quantenprozessoren \u00fcber die Cloud erm\u00f6glicht.<\/p><p>Der Service beinhaltet einen Circuit Composer und unterst\u00fctzt <strong>Python und Qiskit.<\/strong><br \/>Rigetti Computing bietet die Forest Tool Suite an, die vollst\u00e4ndig auf Quantencomputing ausgerichtet ist. Sie umfasst eine Programmiersprache und Entwicklungswerkzeuge.<br \/>Das kanadische <a href=\"https:\/\/datascientest.com\/de\/data-in-startups-von-spreadsheets-zum-data-warehouse\">Startup<\/a> Xanadu schlie\u00dflich bietet \u00fcber die Cloud Zugang zu einem photonischen Quantenprozessor. Dieser kann Chips mit 8, 12 oder 24 Qubits unterst\u00fctzen.<br \/>Bisher steckt das <strong>Quanten-Machine-Learning<\/strong> noch in den Kinderschuhen. Es gibt jedoch bereits einige sehr erfolgreiche Anwendungen und diese disruptive Technologie d\u00fcrfte in Zukunft neue M\u00f6glichkeiten&#8230;<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-54c7a2f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"54c7a2f8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55021fef\" data-id=\"55021fef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-512cad63 elementor-widget elementor-widget-video\" data-id=\"512cad63\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=LAA0-vjTaNY&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e89cdcc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e89cdcc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7ad58b22\" data-id=\"7ad58b22\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-66773e1 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"66773e1\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Entdecke unsere Kurse<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Quantum Machine Learning ist eine Kombination aus maschinellem Lernen und Quantum-Computing-Technologien. Erfahre alles, was du dar\u00fcber wissen musst, wie es funktioniert, welche Programmiersprachen es gibt und welche Cloud-Dienste es gibt. Machine Learning und Quantencomputer sind zwei revolution\u00e4re Technologien, die sich zu Beginn des neuen Jahrhunderts rasant entwickeln. Beide sind dazu bestimmt, die Welt und unser [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":184235,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Quantum Machine Learning: An der Schnittstelle zwischen neuen Technologien<\/title>\n<meta name=\"description\" content=\"Quantum Machine Learning (QML) ist ein aufstrebender Bereich in der Welt des maschinellen Lernens, der die Prinzipien der Quantenphysik\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/de\/quantum-machine-learning-an-der-schnittstelle-zwischen-neuen-technologien\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quantum Machine Learning: An der Schnittstelle zwischen neuen Technologien\" \/>\n<meta property=\"og:description\" content=\"Quantum Machine Learning ist eine Kombination aus maschinellem Lernen und Quantum-Computing-Technologien. 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