{"id":27573,"date":"2025-12-29T11:59:56","date_gmt":"2025-12-29T10:59:56","guid":{"rendered":"https:\/\/sano.science\/?post_type=seminars&#038;p=27573"},"modified":"2026-07-20T09:09:47","modified_gmt":"2026-07-20T07:09:47","slug":"introduction-to-quantum-machine-learning","status":"publish","type":"seminars","link":"https:\/\/sano.science\/seminars\/introduction-to-quantum-machine-learning\/","title":{"rendered":"197. Introduction to quantum machine learning"},"content":{"rendered":"\n<h2 id=\"h-abstract\" class=\"wp-block-heading eplus-wrapper\">Abstract:<\/h2>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\">In this talk, I will give an introduction to quantum machine learning. First, I will explain what quantum computing is and how it is different from classical computing paradigm. Later, I will tell how machine learning could be enhanced using quantum computing, presenting some of the possible opportunities and existing challenges. Finally, I will present how machine learning could be applied in the quantum computing domain, and outline how one can continue education and start a professional career in the quantum machine learning domain.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<h2 id=\"h-about-the-author\" class=\"wp-block-heading eplus-wrapper\">About the author:<\/h2>\n\n\n\n<p id=\"h-about-the-author-dr-pawel-gora-scientist-it-specialist-philanthropist-and-entrepreneur-working-mainly-on-applications-of-ai-and-quantum-computing-especially-in-transportation-and-medicine-a-graduate-of-the-faculty-of-mathematics-informatics-and-mechanics-of-the-university-of-warsaw-m-sc-in-mathematics-m-sc-in-computer-science-and-ph-d-in-computer-science-he-was-later-a-postdoctoral-researcher-at-sano-and-is-now-a-postdoctoral-researcher-at-jagiellonian-university-he-is-the-founder-and-ceo-of-fundacja-quantum-ai-chairperson-of-the-board-of-qworld-and-coordinator-of-one-of-its-local-qcousins-qpoland-he-is-also-a-member-of-the-board-of-the-quantum-technologies-committee-of-the-national-chamber-of-commerce-he-also-cooperates-with-several-startups-serving-as-a-technical-and-business-advisor-in-the-past-he-worked-as-a-software-engineering-intern-or-research-intern-at-microsoft-google-cern-and-ibm-research-and-was-a-member-of-the-council-for-digitalization\" class=\"eplus-wrapper wp-block-paragraph\"><a href=\"https:\/\/sano.science\/people\/pawel-gora\/\" data-type=\"people\" data-id=\"18798\">Dr Pawe\u0142 Gora <\/a>&#8211; Scientist, IT specialist, philanthropist, and entrepreneur working mainly on applications of AI and quantum computing, especially in transportation and medicine. A graduate of the Faculty of Mathematics, Informatics and Mechanics of the University of Warsaw (M.Sc. in Mathematics,&nbsp;M.Sc. in Computer Science, and Ph.D. in Computer Science), he was later a Postdoctoral Researcher at Sano and is now a Postdoctoral Researcher at Jagiellonian University. He is the Founder and CEO of Fundacja Quantum AI, Chairperson of the Board of QWorld, and Coordinator of one of its local QCousins, QPoland. He is also a member of the Board of the Quantum Technologies Committee of the National Chamber of Commerce. He also cooperates with several startups serving as a technical and business advisor. In the past, he worked as a software engineering intern or research intern at Microsoft, Google, CERN and IBM Research, and was a member of the Council for Digitalization.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-centre-for-computational-personalized-medicine wp-block-embed-centre-for-computational-personalized-medicine eplus-wrapper\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"ByMZUC5wRw\"><a href=\"https:\/\/sano.science\/people\/pawel-gora\/\">Pawe\u0142 Gora<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u201cPawe\u0142 Gora\u201d \u2014 Centre for Computational Personalized Medicine\" src=\"https:\/\/sano.science\/people\/pawel-gora\/embed\/#?secret=3pfn8aF7yF#?secret=ByMZUC5wRw\" data-secret=\"ByMZUC5wRw\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Pawe\u0142 Gora, Postdoctoral Researcher in Extreme-scale Data and Computing, Sano<\/p>\n","protected":false},"featured_media":0,"template":"","class_list":["post-27573","seminars","type-seminars","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>197. Introduction to quantum machine learning - Centre for Computational Personalized Medicine<\/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:\/\/sano.science\/seminars\/introduction-to-quantum-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"197. Introduction to quantum machine learning\" \/>\n<meta property=\"og:description\" content=\"Pawe\u0142 Gora, Postdoctoral Researcher in Extreme-scale Data and Computing, Sano\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/seminars\/introduction-to-quantum-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Computational Personalized Medicine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sano.science\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-20T07:09:47+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/seminars\\\/introduction-to-quantum-machine-learning\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/seminars\\\/introduction-to-quantum-machine-learning\\\/\",\"name\":\"197. 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Introduction to quantum machine learning"}]},{"@type":"WebSite","@id":"https:\/\/sano.science\/#website","url":"https:\/\/sano.science\/","name":"Centre for Computational Personalized Medicine","description":"Sano \u2013 Centre for Computational Medicine","publisher":{"@id":"https:\/\/sano.science\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sano.science\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/sano.science\/#organization","name":"Sano \u2013 Centre for Computational Medicine","alternateName":"Sano","url":"https:\/\/sano.science\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sano.science\/#\/schema\/logo\/image\/","url":"https:\/\/sano.science\/wp-content\/uploads\/2024\/05\/logo_sano_podstawowe.png","contentUrl":"https:\/\/sano.science\/wp-content\/uploads\/2024\/05\/logo_sano_podstawowe.png","width":700,"height":265,"caption":"Sano \u2013 Centre for Computational Medicine"},"image":{"@id":"https:\/\/sano.science\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/sano.science\/","https:\/\/x.com\/sanoscience","https:\/\/www.linkedin.com\/company\/sanoscience\/","https:\/\/www.youtube.com\/channel\/UCDZ_8TcjMWUG2ZcgKKgfpwQ","https:\/\/bsky.app\/profile\/sanoscience.bsky.social"]}]}},"acf":[],"gutenberg_blocks":[{"blockName":"custom-styles","attrs":{"styles":""}},{"blockName":"core\/heading","attrs":{"anchor":"h-abstract","epAnimationGeneratedClass":"edplus_anim-pvRhQL","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 id=\"h-abstract\" class=\"wp-block-heading eplus-wrapper\">Abstract:<\/h2>\n","innerContent":["\n<h2 id=\"h-abstract\" class=\"wp-block-heading eplus-wrapper\">Abstract:<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-BormM9","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">In this talk, I will give an introduction to quantum machine learning. First, I will explain what quantum computing is and how it is different from classical computing paradigm. Later, I will tell how machine learning could be enhanced using quantum computing, presenting some of the possible opportunities and existing challenges. Finally, I will present how machine learning could be applied in the quantum computing domain, and outline how one can continue education and start a professional career in the quantum machine learning domain.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">In this talk, I will give an introduction to quantum machine learning. First, I will explain what quantum computing is and how it is different from classical computing paradigm. Later, I will tell how machine learning could be enhanced using quantum computing, presenting some of the possible opportunities and existing challenges. Finally, I will present how machine learning could be applied in the quantum computing domain, and outline how one can continue education and start a professional career in the quantum machine learning domain.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-PrZ6rE","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/spacer","attrs":{"height":"0px","epAnimationGeneratedClass":"edplus_anim-S4lMuc","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"anchor":"h-about-the-author","epAnimationGeneratedClass":"edplus_anim-jkowZZ","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 id=\"h-about-the-author\" class=\"wp-block-heading eplus-wrapper\">About the author:<\/h2>\n","innerContent":["\n<h2 id=\"h-about-the-author\" class=\"wp-block-heading eplus-wrapper\">About the author:<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"anchor":"h-about-the-author-dr-pawel-gora-scientist-it-specialist-philanthropist-and-entrepreneur-working-mainly-on-applications-of-ai-and-quantum-computing-especially-in-transportation-and-medicine-a-graduate-of-the-faculty-of-mathematics-informatics-and-mechanics-of-the-university-of-warsaw-m-sc-in-mathematics-m-sc-in-computer-science-and-ph-d-in-computer-science-he-was-later-a-postdoctoral-researcher-at-sano-and-is-now-a-postdoctoral-researcher-at-jagiellonian-university-he-is-the-founder-and-ceo-of-fundacja-quantum-ai-chairperson-of-the-board-of-qworld-and-coordinator-of-one-of-its-local-qcousins-qpoland-he-is-also-a-member-of-the-board-of-the-quantum-technologies-committee-of-the-national-chamber-of-commerce-he-also-cooperates-with-several-startups-serving-as-a-technical-and-business-advisor-in-the-past-he-worked-as-a-software-engineering-intern-or-research-intern-at-microsoft-google-cern-and-ibm-research-and-was-a-member-of-the-council-for-digitalization","epAnimationGeneratedClass":"edplus_anim-3WlSCA","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p id=\"h-about-the-author-dr-pawel-gora-scientist-it-specialist-philanthropist-and-entrepreneur-working-mainly-on-applications-of-ai-and-quantum-computing-especially-in-transportation-and-medicine-a-graduate-of-the-faculty-of-mathematics-informatics-and-mechanics-of-the-university-of-warsaw-m-sc-in-mathematics-m-sc-in-computer-science-and-ph-d-in-computer-science-he-was-later-a-postdoctoral-researcher-at-sano-and-is-now-a-postdoctoral-researcher-at-jagiellonian-university-he-is-the-founder-and-ceo-of-fundacja-quantum-ai-chairperson-of-the-board-of-qworld-and-coordinator-of-one-of-its-local-qcousins-qpoland-he-is-also-a-member-of-the-board-of-the-quantum-technologies-committee-of-the-national-chamber-of-commerce-he-also-cooperates-with-several-startups-serving-as-a-technical-and-business-advisor-in-the-past-he-worked-as-a-software-engineering-intern-or-research-intern-at-microsoft-google-cern-and-ibm-research-and-was-a-member-of-the-council-for-digitalization\" class=\" eplus-wrapper\"><a href=\"https:\/\/sano.science\/people\/pawel-gora\/\" data-type=\"people\" data-id=\"18798\">Dr Pawe\u0142 Gora <\/a>- Scientist, IT specialist, philanthropist, and entrepreneur working mainly on applications of AI and quantum computing, especially in transportation and medicine. A graduate of the Faculty of Mathematics, Informatics and Mechanics of the University of Warsaw (M.Sc. in Mathematics,&nbsp;M.Sc. in Computer Science, and Ph.D. in Computer Science), he was later a Postdoctoral Researcher at Sano and is now a Postdoctoral Researcher at Jagiellonian University. He is the Founder and CEO of Fundacja Quantum AI, Chairperson of the Board of QWorld, and Coordinator of one of its local QCousins, QPoland. He is also a member of the Board of the Quantum Technologies Committee of the National Chamber of Commerce. He also cooperates with several startups serving as a technical and business advisor. In the past, he worked as a software engineering intern or research intern at Microsoft, Google, CERN and IBM Research, and was a member of the Council for Digitalization.<\/p>\n","innerContent":["\n<p id=\"h-about-the-author-dr-pawel-gora-scientist-it-specialist-philanthropist-and-entrepreneur-working-mainly-on-applications-of-ai-and-quantum-computing-especially-in-transportation-and-medicine-a-graduate-of-the-faculty-of-mathematics-informatics-and-mechanics-of-the-university-of-warsaw-m-sc-in-mathematics-m-sc-in-computer-science-and-ph-d-in-computer-science-he-was-later-a-postdoctoral-researcher-at-sano-and-is-now-a-postdoctoral-researcher-at-jagiellonian-university-he-is-the-founder-and-ceo-of-fundacja-quantum-ai-chairperson-of-the-board-of-qworld-and-coordinator-of-one-of-its-local-qcousins-qpoland-he-is-also-a-member-of-the-board-of-the-quantum-technologies-committee-of-the-national-chamber-of-commerce-he-also-cooperates-with-several-startups-serving-as-a-technical-and-business-advisor-in-the-past-he-worked-as-a-software-engineering-intern-or-research-intern-at-microsoft-google-cern-and-ibm-research-and-was-a-member-of-the-council-for-digitalization\" class=\" eplus-wrapper\"><a href=\"https:\/\/sano.science\/people\/pawel-gora\/\" data-type=\"people\" data-id=\"18798\">Dr Pawe\u0142 Gora <\/a>- Scientist, IT specialist, philanthropist, and entrepreneur working mainly on applications of AI and quantum computing, especially in transportation and medicine. A graduate of the Faculty of Mathematics, Informatics and Mechanics of the University of Warsaw (M.Sc. in Mathematics,&nbsp;M.Sc. in Computer Science, and Ph.D. in Computer Science), he was later a Postdoctoral Researcher at Sano and is now a Postdoctoral Researcher at Jagiellonian University. He is the Founder and CEO of Fundacja Quantum AI, Chairperson of the Board of QWorld, and Coordinator of one of its local QCousins, QPoland. He is also a member of the Board of the Quantum Technologies Committee of the National Chamber of Commerce. He also cooperates with several startups serving as a technical and business advisor. In the past, he worked as a software engineering intern or research intern at Microsoft, Google, CERN and IBM Research, and was a member of the Council for Digitalization.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-S4lMuc","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/embed","attrs":{"url":"https:\/\/sano.science\/people\/pawel-gora\/","type":"wp-embed","providerNameSlug":"centre-for-computational-personalized-medicine","epAnimationGeneratedClass":"edplus_anim-y8516W","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-centre-for-computational-personalized-medicine 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