{"id":28422,"date":"2022-11-12T06:00:00","date_gmt":"2022-11-12T14:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=28422"},"modified":"2022-11-03T15:59:05","modified_gmt":"2022-11-03T22:59:05","slug":"podcast-highlights-intel-on-ai-learning-with-ai","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/","title":{"rendered":"Podcast Highlights: &#8220;Intel on AI&#8221;: Learning with AI"},"content":{"rendered":"\n<p>With over 15 years of experience in machine learning, neural networks, and computer vision, Microsoft\u2019s Milena Marinova knows a thing or two about using AI for professional growth. In this podcast episode of \u201cIntel on AI,\u201d Milena shares lessons she\u2019s learned during her career, including the challenges of developing AI products and the importance of data policy by design.<\/p>\n\n\n\n<p><iframe loading=\"lazy\" title=\"Libsyn Player\" style=\"border: none\" src=\"\/\/html5-player.libsyn.com\/embed\/episode\/id\/21826925\/height\/90\/theme\/custom\/thumbnail\/yes\/direction\/backward\/render-playlist\/no\/custom-color\/87A93A\/\" scrolling=\"no\" allowfullscreen=\"\" webkitallowfullscreen=\"\" mozallowfullscreen=\"\" oallowfullscreen=\"\" msallowfullscreen=\"\" width=\"100%\" height=\"90\"><\/p><\/iframe><\/p>\n\n\n\n<p>Milena is the Vice President of Data and AI Solutions at Microsoft. At the time of recording this podcast (April 2021), Milena was the visionary and driving force behind the award-winning AI calculus tutoring application Aida and its capabilities platform in the AI Products &amp; Solutions Group, which she founded and led at Pearson. Bringing over 15 years of experience and knowledge in machine learning, neural networks, computer vision, and the commercialization of new technologies, Milena\u2019s background includes an MBA from IMD in Lausanne, Switzerland, and a B.Sc. with Honors in Computer Science from Caltech. She is a passionate advocate for innovation and has been a Venture Partner with Atlantic Bridge Capital, helping with AI investments and portfolio companies. Milena is also a co-founder and advisor to several startups in Europe and the US and has previously held management positions at the startup incubator Idealab, as well as executive roles at Intel.<\/p>\n\n\n\n<p>In this podcast episode, host Amir Khosrowshahi and Milena discuss some of the challenges of developing artificial intelligence products, going from academic research into commercial deployment, and the importance of data policy by design. Milena describes some of the lessons she\u2019s learned over the years.&nbsp;<\/p>\n\n\n\n<p>Academic research discussed in the podcast episode:<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/dl.acm.org\/doi\/book\/10.5555\/2207825\" target=\"_blank\" rel=\"noreferrer noopener\">Learning from Data<\/a><\/li><li><a href=\"https:\/\/doi.org\/10.1287\/moor.12.2.262\" target=\"_blank\" rel=\"noreferrer noopener\">The Multi-Armed Bandit Problem: Decomposition and Computation<\/a><\/li><li><a href=\"http:\/\/www.paradise.caltech.edu\/papers\/etr017.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Programmable Neural Logic<\/a><\/li><li><a href=\"https:\/\/techcrunch.com\/2010\/08\/29\/bubble-blinders-the-untold-story-of-the-search-business-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">Bubble Blinders: The Untold Story of the Search Business Model<\/a><\/li><li><a href=\"https:\/\/youtu.be\/K8qiteP2lbo\" target=\"_blank\" rel=\"noreferrer noopener\">Regulating Innovation<\/a> (conference panel)<\/li><li><a href=\"https:\/\/arxiv.org\/abs\/1705.05548\" target=\"_blank\" rel=\"noreferrer noopener\">Intel RealSense Stereoscopic Depth Cameras<\/a><\/li><li><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/artificial-intelligence\/podcast-episodes\/artificial-intelligence-podcast-episode-2.html\">Smart Robots: From the Lab to the World<\/a> (podcast)<\/li><li><a href=\"http:\/\/aima.cs.berkeley.edu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial Intelligence: A Modern Approach<\/a><\/li><li><a href=\"https:\/\/ai.facebook.com\/blog\/self-supervised-learning-the-dark-matter-of-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Self-supervised Learning: The Dark Matter of Intelligence<\/a><\/li><\/ul>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;@InsideBigData1 \u2013 <a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>With over 15 years of experience in machine learning, neural networks, and computer vision, Microsoft\u2019s Milena Marinova knows a thing or two about using AI for professional growth. In this podcast episode of \u201cIntel on AI,\u201d Milena shares lessons she\u2019s learned during her career, including the challenges of developing AI products and the importance of data policy by design.<\/p>\n","protected":false},"author":10513,"featured_media":22304,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,115,180,67,268,56,83,1],"tags":[437,324,284,848,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Podcast Highlights: &quot;Intel on AI&quot;: Learning with AI - insideBIGDATA<\/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:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Podcast Highlights: &quot;Intel on AI&quot;: Learning with AI - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"With over 15 years of experience in machine learning, neural networks, and computer vision, Microsoft\u2019s Milena Marinova knows a thing or two about using AI for professional growth. In this podcast episode of \u201cIntel on AI,\u201d Milena shares lessons she\u2019s learned during her career, including the challenges of developing AI products and the importance of data policy by design.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-12T14:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-03T22:59:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/03\/Artificial_intelligence_safe_5.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"225\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editorial Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editorial Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/\",\"url\":\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/\",\"name\":\"Podcast Highlights: \\\"Intel on AI\\\": Learning with AI - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2022-11-12T14:00:00+00:00\",\"dateModified\":\"2022-11-03T22:59:05+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Podcast Highlights: &#8220;Intel on AI&#8221;: Learning with AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/insidebigdata.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\",\"name\":\"Editorial Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"caption\":\"Editorial Team\"},\"sameAs\":[\"http:\/\/www.insidebigdata.com\"],\"url\":\"https:\/\/insidebigdata.com\/author\/editorial\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Podcast Highlights: \"Intel on AI\": Learning with AI - insideBIGDATA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/insidebigdata.com\/2022\/11\/12\/podcast-highlights-intel-on-ai-learning-with-ai\/","og_locale":"en_US","og_type":"article","og_title":"Podcast Highlights: \"Intel on AI\": Learning with AI - insideBIGDATA","og_description":"With over 15 years of experience in machine learning, neural networks, and computer vision, Microsoft\u2019s Milena Marinova knows a thing or two about using AI for professional growth. 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