{"id":431835,"date":"2017-10-20T05:50:06","date_gmt":"2017-10-20T12:50:06","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?p=431835"},"modified":"2017-10-24T08:06:24","modified_gmt":"2017-10-24T15:06:24","slug":"changing-the-world-with-data-science","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/en-us\/research\/blog\/changing-the-world-with-data-science\/","title":{"rendered":"Changing the world with data science"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-431856\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-100x450.jpg\" alt=\"\" width=\"1000\" height=\"450\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-100x450.jpg 1000w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-100x450-300x135.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-100x450-768x346.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>Alan Turing asked the question \u201ccan machines think?\u201d in 1950 and it still intrigues us today. At <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.turing.ac.uk\/\">The Alan Turing Institute<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, the United Kingdom\u2019s national institute for data science in London, more than 150 researchers are pursuing this question by bringing their thinking to fundamental and real-world problems to push the boundaries of data science.<\/p>\n<p>One year ago, The Turing first opened its doors to 37 PhD students, 117 Turing Fellows and visiting researchers, 6 research software engineers and more than 5,000 researchers for its workshops and events. I have been privileged to be one of these visiting fellows, helping the researchers take a cloud-first approach through our <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/microsoft-accelerates-data-science-at-the-alan-turing-institute-with-5m-in-cloud-computing-credits\/\">contribution of $5 million of Microsoft Azure cloud computing credits<\/a> to The Turing. To be part of this world-leading center of data science research is exhilarating. Cloud computing is unlocking an impressive level of ambition at The Turing, allowing researchers to think bigger and unleash their creativity.<\/p>\n<blockquote>\n<hr \/>\n<h5>\u201cWe have had an exceptional first year of research at The Turing. Working with Microsoft, our growing community of researchers have been tooled up with skills and access to Azure for cloud computing and as a result they\u2019ve been able to undertake complex data science tasks at speed and with maximum efficiency, as illustrated by some of the stories of Turing research showcased today. We look forward to growing our engagement with the Azure platform to help us to undertake even bigger and more ambitious research over the coming academic year.\u201d<\/h5>\n<h5>~ Andrew Blake, Research Director, The Alan Turing Institute<em><br \/>\n<\/em><\/h5>\n<hr \/>\n<\/blockquote>\n<p>Human society is one of the most complex systems on the planet and measuring aspects of it has been extremely difficult until now. Merve Alanyali and Chanuki Seresinhe are graduate students from the University of Warwick who are spending a year at The Turing applying novel computational social science techniques to <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/measuring-human-happiness-and-frustration-using-data-science-in-the-cloud\/\">understand human happiness and frustration<\/a>. They are using AI and deep neural networks to analyze millions of online photos with Microsoft Azure and their findings are providing <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.turing.ac.uk\/media\/news\/ai-trained-recognise-beautiful-scenery\/\">deeper insights into the human condition<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/N0t5cxYozwI?rel=0&showinfo=0\" width=\"854\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Kenneth Heafield, Turing Fellow from the University of Edinburgh, has been using thousands of Azure GPUs (graphical processing units) to explore and optimize <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.statmt.org\/wmt17\/\">neural machine translation systems<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> for multiple languages in the Conference on Machine Translation. Azure GPUs enabled the group to participate in more languages, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.research.ed.ac.uk\/portal\/en\/publications\/the-university-of-edinburghs-neural-mt-systems-for-wmt17%28ebe6301c-0085-4cf5-a085-eb054904e1a3%29.html\">producing substantially better results <span class=\"sr-only\"> (opens in new tab)<\/span><\/a>than last year and winning first place in some language pairs. The team is <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.turing.ac.uk\/research_projects\/intel-turing-programme\/\">working closely with Intel<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> on using new architectures, including FPGAs (field-programmable gate arrays) like Microsoft\u2019s <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-catapult\/\">Project Catapult<\/a>, to make even bigger gains in machine translation.<\/p>\n<p>Microsoft is delighted to see The Alan Turing Institute setting up a deep research program around ethics, a crucial topic in data science, AI and machine learning. <a href=\"https:\/\/www.microsoft.com\/en-gb\/ai\/our-approach-to-ai\">Our own human-centered design principles<\/a> are that AI technology should be transparent, secure, inclusive and respectful, and also maintain the highest degree of privacy protection. We are pleased that Luciano Floridi is leading the Data Ethics research group at The Turing as his perspectives on areas such as <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/blogs.microsoft.com\/eupolicy\/2017\/04\/07\/ethics-now-shaping-a-new-ethical-framework-for-health-data\/\">healthcare are helping us to think about how we can ensure that technology is used in the most constructive ways<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n<p>The first-year at The Turing has been impressive. We look forward to another exciting year as we work together on projects in data-centric engineering, blockchain, healthcare and secure cloud computing. Along with Microsoft\u2019s data science collaborations at <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/grassroots-data-science-education-uc-berkeley\/\">University of California, Berkeley<\/a>, and through the <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/nsf-big-data-innovation-hubs-collaboration\/\">National Science Foundation Big Data Innovation Hubs<\/a>, we are perhaps getting closer to answering Alan Turing\u2019s profound question from 67 years ago.<\/p>\n<p><strong>Learn more:<\/strong><\/p>\n<ul>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.turing.ac.uk\/\">The Alan Turing Institute, UK<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/microsoft-accelerates-data-science-at-the-alan-turing-institute-with-5m-in-cloud-computing-credits\/\">Microsoft accelerates data science at The Alan Turing Institute with $5m in cloud computing credits<\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/academic-program\/data-science-microsoft-research\/\">Data Science for Research<\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/open.microsoft.com\/\">Open source at Microsoft <span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/academic-program\/microsoft-azure-for-research\/\">Microsoft Azure for Research<\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/azure.microsoft.com\/en-us\/\">Microsoft Azure<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/project-catapult\/\">Microsoft Project Catapult FPGA research<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Alan Turing asked the question \u201ccan machines think?\u201d in 1950 and it still intrigues us today. At The Alan Turing Institute, the United Kingdom\u2019s national institute for data science in London, more than 150 researchers are pursuing this question by bringing their thinking to fundamental and real-world problems to push the boundaries of data science. [&hellip;]<\/p>\n","protected":false},"author":36509,"featured_media":433992,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":[{"type":"user_nicename","value":"kenjitak"}],"msr_hide_image_in_river":0,"footnotes":""},"categories":[194453],"tags":[],"research-area":[13563],"msr-region":[],"msr-event-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-impact-theme":[],"msr-promo-type":[],"msr-podcast-series":[],"class_list":["post-431835","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","msr-research-area-data-platform-analytics","msr-locale-en_us"],"msr_event_details":{"start":"","end":"","location":""},"podcast_url":"","podcast_episode":"","msr_research_lab":[],"msr_impact_theme":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-academic-programs":[204065,204068],"related-groups":[],"related-projects":[],"related-events":[],"related-researchers":[{"type":"user_nicename","value":"kenjitak","display_name":"Kenji Takeda","author_link":"<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kenjitak\/\" aria-label=\"Visit the profile page for Kenji Takeda\">Kenji Takeda<\/a>","is_active":false,"user_id":32522,"last_first":"Takeda, Kenji","people_section":0,"alias":"kenjitak"}],"msr_type":"Post","featured_image_thumbnail":"<img width=\"480\" height=\"280\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-480x280.jpg\" class=\"img-object-cover\" alt=\"a man standing in front of a mountain\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-480x280.jpg 480w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2017\/10\/canvas-4b-480x280-300x175.jpg 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/>","byline":"<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kenjitak\/\" title=\"Go to researcher profile for Kenji Takeda\" aria-label=\"Go to researcher profile for Kenji Takeda\" data-bi-type=\"byline author\" data-bi-cN=\"Kenji Takeda\">Kenji Takeda<\/a>","formattedDate":"October 20, 2017","formattedExcerpt":"Alan Turing asked the question \u201ccan machines think?\u201d in 1950 and it still intrigues us today. At The Alan Turing Institute, the United Kingdom\u2019s national institute for data science in London, more than 150 researchers are pursuing this question by bringing their thinking to fundamental&hellip;","locale":{"slug":"en_us","name":"English","native":"","english":"English"},"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/posts\/431835","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/users\/36509"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/comments?post=431835"}],"version-history":[{"count":19,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/posts\/431835\/revisions"}],"predecessor-version":[{"id":434724,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/posts\/431835\/revisions\/434724"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/433992"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=431835"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/categories?post=431835"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/tags?post=431835"},{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=431835"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=431835"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=431835"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=431835"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=431835"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=431835"},{"taxonomy":"msr-promo-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-promo-type?post=431835"},{"taxonomy":"msr-podcast-series","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-podcast-series?post=431835"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}