{"id":8975,"date":"2018-12-27T07:00:20","date_gmt":"2018-12-27T15:00:20","guid":{"rendered":"http:\/\/formtek.com\/blog\/?p=8975"},"modified":"2018-11-07T08:39:17","modified_gmt":"2018-11-07T16:39:17","slug":"machine-learning-speeding-up-ml-with-quantum-computers","status":"publish","type":"post","link":"https:\/\/formtek.com\/blog\/machine-learning-speeding-up-ml-with-quantum-computers\/","title":{"rendered":"Machine Learning: Speeding up ML with Quantum Computers"},"content":{"rendered":"<p>Quantum Machine Learning is the use of Quantum Computers to do Machine Learning.\u00a0 The Machine Learning techniques applied often are &#8220;classical&#8221; or do not significantly differ from standard Machine Learning, although the algorithms may be implemented to be optimized for quantum computing.<\/p>\n<p><a href=\"https:\/\/www.chem.purdue.edu\/kais\/\">Sabre Kais<\/a>, professor of chemical physics at Purdue, <a href=\"https:\/\/www.purdue.edu\/newsroom\/releases\/2018\/Q4\/quantum-computers-tackle-big-data-with-machine-learning.html\">said that<\/a> &#8220;this is an exciting time to combine machine learning with quantum computing. Impressive progress has been made recently in building quantum computers, and quantum machine learning techniques will become powerful tools for finding new patterns in big data.&#8221;<\/p>\n<p><a href=\"https:\/\/www.rolandberger.com\/en\/Persons\/J%C3%B6rg.Esser.html\">J\u00f6rg Esser<\/a>, theoretical physicist, <a href=\"https:\/\/www.rolandberger.com\/en\/Point-of-View\/The-next-big-thing-Quantum-machine-learning.html\">wrote that<\/a> &#8220;Quantum computing enables exponential increases in speed by harnessing the weirdness of quantum mechanics. The key challenge is to build robust systems at scale.&#8221;<\/p>\n<p>The <a href=\"https:\/\/www.technologyreview.com\/s\/603495\/10-breakthrough-technologies-2017-practical-quantum-computers\/\">MIT tech review<\/a> said that &#8220;Quantum computers will be particularly suited to factoring large numbers&#8230;, solving complex optimization problems, and executing machine-learning algorithms. And there will be applications nobody has yet envisioned.&#8221;<\/p>\n<div class=\"lightsocial_container\"><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/digg.com\/submit?url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F&amp;title=\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/digg.png\" alt=\"Digg This\" title=\"Digg This\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.reddit.com\/submit?url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F&amp;title=\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/reddit.png\" alt=\"Reddit This\" title=\"Reddit This\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.stumbleupon.com\/submit?url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F&amp;title=\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/stumbleupon.png\" alt=\"Stumble Now!\" title=\"Stumble Now!\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/buzz.yahoo.com\/buzz?targetUrl=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F&amp;headline=\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/yahoo_buzz.png\" alt=\"Buzz This\" title=\"Buzz This\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.dzone.com\/links\/add.html?title=&amp;url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/dzone.png\" alt=\"Vote on DZone\" title=\"Vote on DZone\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.facebook.com\/sharer.php?t=&amp;u=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/facebook.png\" alt=\"Share on Facebook\" title=\"Share on Facebook\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/delicious.com\/save?title=&amp;url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/delicious.png\" alt=\"Bookmark this on Delicious\" title=\"Bookmark this on Delicious\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.dotnetkicks.com\/kick\/?title=&amp;url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/dotnetkicks.png\" alt=\"Kick It on DotNetKicks.com\" title=\"Kick It on DotNetKicks.com\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/dotnetshoutout.com\/Submit?title=&amp;url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/dotnetshoutout.png\" alt=\"Shout it\" title=\"Shout it\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F&amp;title=&amp;summary=&amp;source=\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/linkedin.png\" alt=\"Share on LinkedIn\" title=\"Share on LinkedIn\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.technorati.com\/faves?add=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/technorati.png\" alt=\"Bookmark this on Technorati\" title=\"Bookmark this on Technorati\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/twitter.com\/home?status=Reading+https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/twitter.png\" alt=\"Post on Twitter\" title=\"Post on Twitter\" \/><\/a><\/div><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" href=\"http:\/\/www.google.com\/buzz\/post?url=https%3A%2F%2Fformtek.com%2Fblog%2Fmachine-learning-speeding-up-ml-with-quantum-computers%2F\" target=\"_blank\"><img decoding=\"async\" class=\"lightsocial_img\" src=\"https:\/\/formtek.com\/blog\/wp-content\/plugins\/light-social\/google_buzz.png\" alt=\"Google Buzz (aka. Google Reader)\" title=\"Google Buzz (aka. Google Reader)\" \/><\/a><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Quantum Machine Learning is the use of Quantum Computers to do Machine Learning.\u00a0 The Machine Learning techniques applied often are &#8220;classical&#8221; or do not significantly differ from standard Machine Learning, although the algorithms may be implemented to be optimized for<span class=\"ellipsis\">&hellip;<\/span><\/p>\n<div class=\"read-more\"><a href=\"https:\/\/formtek.com\/blog\/machine-learning-speeding-up-ml-with-quantum-computers\/\">Read more &#8250;<\/a><\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62],"tags":[],"class_list":["post-8975","post","type-post","status-publish","format-standard","hentry","category-machine-learning"],"_links":{"self":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/8975","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/comments?post=8975"}],"version-history":[{"count":2,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/8975\/revisions"}],"predecessor-version":[{"id":8978,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/8975\/revisions\/8978"}],"wp:attachment":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/media?parent=8975"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/categories?post=8975"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/tags?post=8975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}