{"id":1559,"date":"2019-03-08T08:21:12","date_gmt":"2019-03-08T08:21:12","guid":{"rendered":"https:\/\/cloudxlab.com\/blog\/?p=1559"},"modified":"2019-04-16T11:00:32","modified_gmt":"2019-04-16T11:00:32","slug":"womens-day-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/cloudxlab.com\/blog\/womens-day-artificial-intelligence\/","title":{"rendered":"Women&#8217;s Day 2019 &#8211; Showcasing 11 Incredible Women In AI Today"},"content":{"rendered":"\n<p>You already know that artificial\nintelligence is grabbing the world, transforming nearly every industry,\nbusiness, trade, and function. But what you might not know are the incredible\nAI technologist and researchers powering the edge of this momentous revolution.&nbsp; <\/p>\n\n\n\n<p>Breakthroughs in AI are incredible, isn\u2019t\nit? But how does it all occur? It\u2019s when extremely talented and diverse\nthinkers from unique backgrounds, disciplines, expertise, and perspectives come\nforward. You might think of names like Andrew Ng (Baidu), Amit Singhal (Uber), Elon\nMusk (SpaceX &amp; Tesla), Ginni Rometty (IBM) and Ray Kurzweil (Google) \u2013 but\nwait why all men? <\/p>\n\n\n\n<p>2019 March, on International Women\u2019s Day, CloudXLab aims to showcase\n11 incredible women in AI. <\/p>\n\n\n\n<!--more-->\n\n\n\n<h3>11 Incredible Women In The AI Today<\/h3>\n\n\n\n<p>Building on what we said, here is a list of\neleven incredible women who have excelled in the world of Artificial\nintelligence. <\/p>\n\n\n\n<h4>1. Rana el Kaliouby<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"381\" height=\"401\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/1-1.jpg\" alt=\"\" data-id=\"1561\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1561\" class=\"wp-image-1561\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/1-1.jpg 381w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/1-1-285x300.jpg 285w\" sizes=\"(max-width: 381px) 85vw, 381px\" \/><figcaption><a href=\"https:\/\/www.affectiva.com\/wp-content\/uploads\/2017\/02\/affectiva-leadership-rana-790x832.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>CEO,\nAffectiva<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 She is regarded as the pioneer in\nemotional AI or emotional intelligence (EQ). She co-founded the start-up\nAffectiva, and invented the emotion recognition technology, which is used by\nthe company to give life to their mission i.e. Humanize Technology with Artificial\nEmotional Intelligence. Prior to founding Affectiva, she headed applications\nfor facial coding to benefit mental health, autism and other research areas as\na research scientist at MIT Media Lab. <\/p>\n\n\n\n<h4>2. Fei-Fei Li<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"740\" height=\"462\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/2.jpg\" alt=\"\" data-id=\"1562\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1562\" class=\"wp-image-1562\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/2.jpg 740w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/2-300x187.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"https:\/\/d1abomko0vm8t1.cloudfront.net\/article\/images\/740x500\/dimg\/fei-fei_li_google_cloud.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Co-Director,\nStanford University&#8217;s Human-Centered AI Institute and Stanford Vision Lab &amp;\nCo-Founder AI4ALL. <\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 Currently the Co-Director of Stanford\nUniversity&#8217;s Human-Centered AI Institute and the Stanford Vision and Learning\nLab. In 2017, she co-founded AI4ALL, a nonprofit organization working to\nincrease diversity and inclusion in the field of artificial intelligence. Li\nalso joined Google Cloud as Chief Scientist of Artificial Intelligence &amp;\nMachine Learning to advance her mission of \u201cdemocratizing AI\u201d. She is best\nknown for her prominent work is in the field of computer vision. She is also\npart of scientific teams who have made advancements in image recognition\nsoftware. Beyond meek identification of objects in visuals, Image Recognition\ncan now recognize scenes and generate descriptions of them in English \u2013 Thanks\nto Li and her team. <\/p>\n\n\n\n<h4>3. Daphne Koller<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"606\" height=\"423\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/3.jpg\" alt=\"\" data-id=\"1563\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1563\" class=\"wp-image-1563\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/3.jpg 606w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/3-300x209.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"https:\/\/techcrunch.com\/wp-content\/uploads\/2016\/08\/daphnecoursera.png?w=730&amp;crop=1\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Founder\nAnd CEO, Insitro<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 Koller is considered as one of the leading\nscientists in the field of AI. She initiated and led one of the worlds largest online\neducation platform, Coursera. She was an artificial intelligence researcher at\nthe Department of Computer Science at Stanford University and, chief computing\nofficer at Alphabet\u2019s Calico Labs. Koller is now heading new machine learning\ndrug discovery venture called Insitro. <\/p>\n\n\n\n<h4>4. Cynthia Breazeal<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"559\" height=\"373\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/4.jpg\" alt=\"\" data-id=\"1564\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1564\" class=\"wp-image-1564\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/4.jpg 559w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/4-300x200.jpg 300w\" sizes=\"(max-width: 559px) 85vw, 559px\" \/><figcaption><a href=\"https:\/\/kcepc.com\/wp-content\/uploads\/5.-Cynthia-Breazeal.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Founder\n&amp; Chief Scientist &#8211; Jibo, Inc.<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> &#8211; Founder and Chief Scientist at Jibo,\nInc., i.e. a firm that focusses in developing social robots, and a pioneer in\nSocial Robotics and Human-Robot Interaction. Cynthia\u2019s research mainly focusses\non developing the principles, technologies, and techniques, for personal robots\nwhich are socially intelligent and can communicate with humans on human-centric\nterms. In addition to this, Cynthia is also associated with MIT as Associate\nProfessor of Media Arts and Science. At MIT, she founded and directs the\nPersonal Robots Group at the Media Lab.<\/p>\n\n\n\n<h4>5. Latanya Sweeney<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"753\" height=\"500\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/5.jpg\" alt=\"\" data-id=\"1565\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1565\" class=\"wp-image-1565\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/5.jpg 753w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/5-300x199.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"http:\/\/www.manhattantimesnews.com\/wp-content\/uploads\/2019\/02\/Photo56-1.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Professor\nat Harvard University<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 She is the Professor of Government and\nTechnology at Harvard and Director of Harvard\u2019s Data Privacy Lab. Prior to this,\nshe served as the Chief Technologist of the Federal Trade Commission. She has\nmade several contributions to privacy technology and best-known for her academic\nwork on the theory of k-anonymity. At Harvard Sweeney tackles socio-political\nand governance issues with technology.<\/p>\n\n\n\n<h4>6. Aleatha Parker-Wood<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"523\" height=\"784\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/6.jpg\" alt=\"\" data-id=\"1566\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1566\" class=\"wp-image-1566\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/6.jpg 523w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/6-200x300.jpg 200w\" sizes=\"(max-width: 523px) 85vw, 523px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Sr.\nPrincipal Research Engineer and Manager at Symantec<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 She led a team of Ph.D. researchers\ndedicated to protecting people and their data, using hi-tech Machine Learning\nand security expertise. In addition to research, she also teaches and mentors\nthe next generation of engineers and scientists. At Symantec, she created and\ndeployed advanced ML which powers symantec\u2019s latest antivirus product. Aleatha\nalso created ML for URL reputation engines, Advanced Threat Protection, and\nmany Symantec products. <\/p>\n\n\n\n<h4>7. Catherine Havasi<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"572\" height=\"321\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/7.jpg\" alt=\"\" data-id=\"1568\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1568\" class=\"wp-image-1568\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/7.jpg 572w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/7-300x168.jpg 300w\" sizes=\"(max-width: 572px) 85vw, 572px\" \/><figcaption><a href=\"https:\/\/secure.meetupstatic.com\/photos\/event\/5\/f\/c\/a\/600_476844522.jpeg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Principal,\nSnowcap Ai &amp; CEO, Luminoso <\/strong><\/p>\n\n\n\n<p><strong>What\nshe does<\/strong> &#8211; Havasi is Principal at Smowcap Ai, a\ncompany that aims to help businesses extract real value from artificial\nintelligence and emerging technologies. She is also CEO and co-founder at Luminoso.\nHavasi was one of the people behind ConceptNet, an open-source natural language\nartificial intelligence program and one of the creators of the MIT\u2019s Open Mind\nCommon Sense project. In 2015, she was named one of the \u201c100 Most Creative\nPeople in Business\u201d. <\/p>\n\n\n\n<h4>8. Carol Reiley<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"361\" height=\"450\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/8.jpg\" alt=\"\" data-id=\"1569\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1569\" class=\"wp-image-1569\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/8.jpg 361w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/8-241x300.jpg 241w\" sizes=\"(max-width: 361px) 85vw, 361px\" \/><figcaption><a href=\"https:\/\/api.hub.jhu.edu\/factory\/sites\/default\/files\/styles\/hub_medium\/public\/carol_reiley.jpg?itok=gMWuuSXR\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Co-Founder\n&amp; President, Drive.ai<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> &#8211; An engineering entrepreneur, AI\nroboticist, and executive, Carol is also nicknamed as \u201cMother Of Robots\u201d. She co-founded\nmultiple startups and launched several robotics products in highly regulated\nindustries. She is also the co-founder of drive.ai, a Silicon Valley startup\nspecializing in Level 4 self-driving cars.<\/p>\n\n\n\n<h4>9. Manuela M. Veloso<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"640\" height=\"480\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/9-1.jpg\" alt=\"\" data-id=\"1572\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1572\" class=\"wp-image-1572\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/9-1.jpg 640w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/9-1-300x225.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"https:\/\/cra.org\/cra-w\/wp-content\/uploads\/sites\/5\/2015\/08\/Manuela-Veloso.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Professor\nat Carnegie Mellon University<\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> &#8211; Veloso is observed as an international\nexpert on AI, robotics and machine learning. She is head of Machine Learning\nDepartment in the School of Computer Science at Carnegie Mellon University and\nprofessor at Herbert A. Simon University. Veloso was the co-founder and former\npresident of the RoboCup Federation, and until 2014 she was the president of\nAssociation for the Advancement of Artificial Intelligence. <\/p>\n\n\n\n<h4>10. Hilary Mason<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"700\" height=\"467\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/10.jpg\" alt=\"\" data-id=\"1573\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1573\" class=\"wp-image-1573\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/10.jpg 700w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/10-300x200.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"https:\/\/ghc.anitab.org\/wp-content\/uploads\/sites\/2\/2015\/10\/Hilary-Mason-700x467.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>GM\nof Machine Learning, Cloudera <\/strong><\/p>\n\n\n\n<p><strong>What\nShe Does<\/strong> \u2013 GM of Research at Cloudera. Hilary is\nalso the Founder of Fast Forward Labs, a machine intelligence research company,\nand was the Data Scientist in Residence at Accel and the Chief Scientist at\nbitly. <\/p>\n\n\n\n<h4>11. Cassie Kozyrkov<\/h4>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped\"><li class=\"blocks-gallery-item\"><figure><img width=\"616\" height=\"347\" src=\"https:\/\/blog.cloudxlab.com\/wp-content\/uploads\/2019\/03\/11.jpg\" alt=\"\" data-id=\"1574\" data-link=\"https:\/\/cloudxlab.com\/blog\/?attachment_id=1574\" class=\"wp-image-1574\" srcset=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/11.jpg 616w, https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/11-300x169.jpg 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><figcaption><a href=\"https:\/\/i.ytimg.com\/vi\/Qr4P_jCdUFs\/maxresdefault.jpg\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Source (opens in a new tab)\">Source<\/a><\/figcaption><\/figure><\/li><\/ul>\n\n\n\n<p><strong>Chief\nDecision Scientist, Google, Inc.<\/strong><\/p>\n\n\n\n<p><strong>What She Does<\/strong> \u2013 Cassie is a data scientist and executive at Google. She is on a mission\nto democratize Decision Intelligence and safe, reliable AI. According to her\nLinkedIn profile she has provided guidance on more than 100 projects and\ndesigned Google&#8217;s analytics program, personally training over 15000 Googlers in\nstatistics, decision-making, and machine learning.<\/p>\n\n\n\n<p>This list of 11 incredible women in AI isn\u2019t a comprehensive one.\nThere are many more talented people contributing to this field than we can summarize\nin a single article. <\/p>\n\n\n\n<h3>In A Man\u2019s World\u2026. Women Still Struggle To Find A Strong\nFoothold <\/h3>\n\n\n\n<p>Yes, it\u2019s true that &#8211; it is still a man\u2019s\nworld! Women are often understated in STEM fields \u2013 i.e. Science, Technology,\nEngineering, And Math; in fact, they must struggle every single day to make a\nmark in it. Unfortunately, the disparity between the number of men and women with\nsuccessful careers in STEM is huge. <\/p>\n\n\n\n<p>But the good news is \u2013 this Gap is\nshrinking steadily. Yes, Women aren\u2019t giving up! Instead, they are working hard\ntowards making their mark in the world of data and technology. All the women\nfeatured here have overcome personal and professional challenges to attain\nincredible impact and become role models for the industry. We are proud to tell\nyou their stories. <\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p><em>Happy Women\u2019s Day 2019!<\/em><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>You already know that artificial intelligence is grabbing the world, transforming nearly every industry, business, trade, and function. But what you might not know are the incredible AI technologist and researchers powering the edge of this momentous revolution.&nbsp; Breakthroughs in AI are incredible, isn\u2019t it? But how does it all occur? It\u2019s when extremely talented &hellip; <a href=\"https:\/\/cloudxlab.com\/blog\/womens-day-artificial-intelligence\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Women&#8217;s Day 2019 &#8211; Showcasing 11 Incredible Women In AI Today&#8221;<\/span><\/a><\/p>\n","protected":false},"author":19,"featured_media":1576,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[15],"tags":[42,46,45,44],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Women&#039;s Day 2019 - Showcasing 11 Incredible Women In AI Today<\/title>\n<meta name=\"description\" content=\"2019 March, on International Women\u2019s Day, CloudXLab aims to showcase 11 incredible women in AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cloudxlab.com\/blog\/womens-day-artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Women&#039;s Day 2019 - Showcasing 11 Incredible Women In AI Today\" \/>\n<meta property=\"og:description\" content=\"2019 March, on International Women\u2019s Day, CloudXLab aims to showcase 11 incredible women in AI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cloudxlab.com\/blog\/womens-day-artificial-intelligence\/\" \/>\n<meta property=\"og:site_name\" content=\"CloudxLab Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/cloudxlab\" \/>\n<meta property=\"article:published_time\" content=\"2019-03-08T08:21:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-04-16T11:00:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cloudxlab.com\/blog\/wp-content\/uploads\/2019\/03\/edefrf.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1440\" \/>\n\t<meta property=\"og:image:height\" content=\"810\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@CloudxLab\" \/>\n<meta name=\"twitter:site\" content=\"@CloudxLab\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\">\n\t<meta name=\"twitter:data1\" content=\"6 minutes\">\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/cloudxlab.com\/blog\/#website\",\"url\":\"https:\/\/cloudxlab.com\/blog\/\",\"name\":\"CloudxLab Blog\",\"description\":\"Learn AI, Machine Learning, Deep Learning, Devops &amp; 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