{"id":155487,"date":"2023-01-14T10:23:57","date_gmt":"2023-01-14T16:23:57","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/01\/quantum-machine-learning-qml-poised-to-make-a-leap-in-2023"},"modified":"2023-01-14T10:23:57","modified_gmt":"2023-01-14T16:23:57","slug":"quantum-machine-learning-qml-poised-to-make-a-leap-in-2023","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/01\/quantum-machine-learning-qml-poised-to-make-a-leap-in-2023","title":{"rendered":"Quantum machine learning (QML) poised to make a leap in 2023"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/quantum-machine-learning-qml-poised-to-make-a-leap-in-20232.jpg\"><\/a><\/p>\n<p><em>Check out all the on-demand sessions from the Intelligent Security Summit <a href=\"https:\/\/avolio.swapcard.com\/intelligentsecuritysummit2022\/registrations\/Start?utm_source=vb&utm_medium=boiler&utm_content=ondemand&utm_campaign=IS22_BoilerPlates\">here<\/a><\/em>.<\/p>\n<p>Classical <a href=\"https:\/\/venturebeat.com\/ai\/artificial-intelligence-ai-vs-machine-learning-ml-key-comparisons\/\">machine learning (ML)<\/a> algorithms have proven to be powerful tools for a wide range of tasks, including image and speech recognition, <a href=\"https:\/\/venturebeat.com\/2022\/06\/15\/what-is-natural-language-processing\/\">natural language processing<\/a> (NLP) and predictive modeling. However, classical algorithms are limited by the constraints of classical computing and can struggle to process large and <a href=\"https:\/\/royalsocietypublishing.org\/doi\/10.1098\/rspa.2017.0551\">complex datasets<\/a> or to achieve high levels of accuracy and precision.<\/p>\n<p>Enter quantum machine learning (QML).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Check out all the on-demand sessions from the Intelligent Security Summit here. Classical machine learning (ML) algorithms have proven to be powerful tools for a wide range of tasks, including image and speech recognition, natural language processing (NLP) and predictive modeling. However, classical algorithms are limited by the constraints of classical computing and can struggle [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,1617,6,1492],"tags":[],"class_list":["post-155487","post","type-post","status-publish","format-standard","hentry","category-information-science","category-quantum-physics","category-robotics-ai","category-security"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/155487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=155487"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/155487\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=155487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=155487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=155487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}