{"id":19767,"date":"2018-01-17T08:27:03","date_gmt":"2018-01-17T16:27:03","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=19767"},"modified":"2018-01-17T08:27:03","modified_gmt":"2018-01-17T16:27:03","slug":"machine-learning-in-finance","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/","title":{"rendered":"Machine Learning in Finance: Challenges, Successes & Opportunities"},"content":{"rendered":"

AI or machine learning is changing the way industries across the spectrum interact with their customers, as well as develop their processes. And nowhere is this more evident than in the financial services business. Machine learning in finance is pushing the industry to the edge of technological advancement.<\/span><\/p>\n

\"machine<\/a>

Download the full report.<\/a><\/p><\/div>\n

A new insideHPC special report<\/a>, sponsored by Dell EMC and NVIDIA, explores the benefits, challenges and considerations involved with adopting machine learning in finance. <\/span><\/p>\n

The guide delves into recent key machine learning innovations in financial services to give readers examples of how the technology is being used today, what\u2019s needed to leverage machine learning, what applications and technologies to use and more. It also offers ways to learn from recent successes in the field, as well as ways to connect with the broader machine learning community.<\/span><\/p>\n

[clickToTweet tweet=”As financial institutions look to machine learning, they should first acknowledge the benefits, and challenges. ” quote=”As financial institutions look to machine learning, they should first acknowledge the benefits, and challenges. “]<\/p>\n

First up, when considering machine learning in finance solutions, one should start with reviewing the challenges involved to make sure to consider all options and scenarios. According to the guide, challenges include regulation and compliance, cybersecurity and fraud detection, risk management \u2014 and, of course, competition. <\/span><\/p>\n

Next up, the report explores some of the technology behind machine learning in finance. Of all of the technological innovations that have made machine learning possible, GPUs have perhaps had the most impact. <\/span><\/p>\n

Of course, after learning about the technology behind machine learning, a company needs to decide which solution is right for them. The special report goes into detail on some of these solutions, such as the Dell EMC PowerEdge C4140 server and NVIDIA Volta. Frameworks, such as Caffe, Tensorflow, Torch, Microsoft Cognitive Toolkit (CNTK), and Apache Mahout \u2014 used to support machine learning applications \u2014 are also explored.\u00a0<\/span><\/p>\n

After absorbing all this information, the guide offers case studies, information on professional organizations and further reading on machine learning. Research centers described in this guide include the\u00a0<\/span>Dell EMC Customer Solution Center,\u00a0<\/span>Dell EMC Machine Learning Knowledge Center and the\u00a0<\/span>NVIDIA Deep Learning Institute.\u00a0<\/span><\/p>\n

The guide is ideal for those in the financial services industry who are beginning to explore the potential of machine learning, as well as those looking to expand and maximize its use. <\/span><\/p>\n

Download the full report, “Advancing the Financial Services Industry Through Machine Learning,”<\/a> courtesy of Dell EMC and NVIDIA, to learn more about the ins and outs of machine learning in finance. <\/span><\/i><\/p>\n","protected":false},"excerpt":{"rendered":"

AI or machine learning is changing the way industries across the spectrum interact with their customers, as well as develop their processes. And nowhere is this more evident than in the financial business. Download a new insideHPC special report that explores the benefits, challenges and considerations involved with adopting machine learning in finance.<\/p>\n","protected":false},"author":10516,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[269,72,180,59,67,84,58],"tags":[547,440,638,277,263],"acf":[],"yoast_head":"\nMachine Learning in Finance: Challenges, Successes & Opportunities<\/title>\n<meta name=\"description\" content=\"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.\" \/>\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\/2018\/01\/17\/machine-learning-in-finance\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning in Finance: Challenges, Successes & Opportunities\" \/>\n<meta property=\"og:description\" content=\"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/\" \/>\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=\"2018-01-17T16:27:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/12\/DellWPCover_FSI.jpg\" \/>\n<meta name=\"author\" content=\"Sarah Rubenoff\" \/>\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=\"Sarah Rubenoff\" \/>\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\/2018\/01\/17\/machine-learning-in-finance\/\",\"url\":\"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/\",\"name\":\"Machine Learning in Finance: Challenges, Successes & Opportunities\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2018-01-17T16:27:03+00:00\",\"dateModified\":\"2018-01-17T16:27:03+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/dceece794829d346bb86944e01fc436d\"},\"description\":\"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.\",\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine Learning in Finance: Challenges, Successes & Opportunities\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning & 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\/dceece794829d346bb86944e01fc436d\",\"name\":\"Sarah Rubenoff\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/101ebbd9794479b27f727d737b516fdf?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/101ebbd9794479b27f727d737b516fdf?s=96&d=mm&r=g\",\"caption\":\"Sarah Rubenoff\"},\"sameAs\":[\"http:\/\/www.insidebigdata.com%20\"],\"url\":\"https:\/\/insidebigdata.com\/author\/sarahrubenoff\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Machine Learning in Finance: Challenges, Successes & Opportunities","description":"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.","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\/2018\/01\/17\/machine-learning-in-finance\/","og_locale":"en_US","og_type":"article","og_title":"Machine Learning in Finance: Challenges, Successes & Opportunities","og_description":"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.","og_url":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/","og_site_name":"insideBIGDATA","article_publisher":"http:\/\/www.facebook.com\/insidebigdata","article_published_time":"2018-01-17T16:27:03+00:00","og_image":[{"url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/12\/DellWPCover_FSI.jpg"}],"author":"Sarah Rubenoff","twitter_card":"summary_large_image","twitter_creator":"@insideBigData","twitter_site":"@insideBigData","twitter_misc":{"Written by":"Sarah Rubenoff","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/","url":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/","name":"Machine Learning in Finance: Challenges, Successes & Opportunities","isPartOf":{"@id":"https:\/\/insidebigdata.com\/#website"},"datePublished":"2018-01-17T16:27:03+00:00","dateModified":"2018-01-17T16:27:03+00:00","author":{"@id":"https:\/\/insidebigdata.com\/#\/schema\/person\/dceece794829d346bb86944e01fc436d"},"description":"A new insideHPC special report explores the benefits, challenges and considerations involved with adopting machine learning in finance.","breadcrumb":{"@id":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/insidebigdata.com\/2018\/01\/17\/machine-learning-in-finance\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/insidebigdata.com\/"},{"@type":"ListItem","position":2,"name":"Machine Learning in Finance: Challenges, Successes & Opportunities"}]},{"@type":"WebSite","@id":"https:\/\/insidebigdata.com\/#website","url":"https:\/\/insidebigdata.com\/","name":"insideBIGDATA","description":"Your Source for AI, Data Science, Deep Learning & 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\/dceece794829d346bb86944e01fc436d","name":"Sarah Rubenoff","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/101ebbd9794479b27f727d737b516fdf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/101ebbd9794479b27f727d737b516fdf?s=96&d=mm&r=g","caption":"Sarah Rubenoff"},"sameAs":["http:\/\/www.insidebigdata.com%20"],"url":"https:\/\/insidebigdata.com\/author\/sarahrubenoff\/"}]}},"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p9eA3j-58P","jetpack-related-posts":[{"id":21114,"url":"https:\/\/insidebigdata.com\/2018\/09\/26\/ai-solutions-entertainment-media\/","url_meta":{"origin":19767,"position":0},"title":"Exploring AI Solutions for the Entertainment & Media Industry","date":"September 26, 2018","format":false,"excerpt":"This\u00a0insideHPC guide series\u00a0explores how artificial intelligence is revolutionizing and evolving the media and entertainment industries. This post walks readers through a variety of AI solutions for the entertainment and media industry, as well as what to consider when choosing the right solution for your organization.\u00a0","rel":"","context":"In "Entertainment"","img":{"alt_text":"AI-driven","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/09\/shutterstock_524344900-e1538141018634.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":17874,"url":"https:\/\/insidebigdata.com\/2017\/05\/29\/enterprise-software-tools-ai\/","url_meta":{"origin":19767,"position":1},"title":"Enterprise Software Tools for AI","date":"May 29, 2017","format":false,"excerpt":"This post delves into a variety of enterprise software options for AI. This article is part of a special insideHPC report that explores trends in machine learning and deep learning. Find out how businesses are using machine learning and deep learning, differentiating between AI, machine learning and deep learning, what\u2026","rel":"","context":"In "Featured"","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2017\/04\/Dell_Nivida_ML_DLguide.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":17860,"url":"https:\/\/insidebigdata.com\/2017\/05\/15\/how-traditional-industries-are-using-machine-learning-and-deep-learning-to-gain-strategic-business-insights\/","url_meta":{"origin":19767,"position":2},"title":"How Traditional Industries Are Using Machine Learning and Deep Learning to Gain Strategic Business Insights","date":"May 15, 2017","format":false,"excerpt":"Many enterprises are now embracing an accelerated path for accessing, and processing, and using data through machine learning. This article is part of a full report that explores trends in machine learning and deep learning.","rel":"","context":"In "Featured"","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2017\/04\/Dell_Nivida_ML_DLguide.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":20025,"url":"https:\/\/insidebigdata.com\/2018\/03\/06\/insidebigdata-special-report-reinventing-retail-industry-machine-deep-learning-part-4\/","url_meta":{"origin":19767,"position":3},"title":"insideBIGDATA Special Report: Reinventing the Retail Industry through Machine and Deep Learning (Part 4)","date":"March 6, 2018","format":false,"excerpt":"The insideBIGDATA Special Report: Reinventing the Retail Industry through Machine and Deep Learning white paper explores how AI, machine learning and deep learning are transforming the retail industry in many positive directions. As artificial neural networks become more and more efficient, and as graphics processing units (GPUs) get more and\u2026","rel":"","context":"In "AI Deep Learning"","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/02\/IBD_DellCover_2018-02-06_10-14-51.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":17865,"url":"https:\/\/insidebigdata.com\/2017\/05\/22\/differentiating-between-ai-machine-learning-and-deep-learning\/","url_meta":{"origin":19767,"position":4},"title":"Differentiating between AI, Machine Learning and Deep Learning","date":"May 22, 2017","format":false,"excerpt":"With all the quickly evolving jargon in the industry today, it\u2019s important to be able to differentiate between AI, machine learning and deep learning. This article is part of a special insideHPC report that explores trends in machine learning and deep learning.","rel":"","context":"In "Featured"","img":{"alt_text":"AI","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2017\/05\/Screen-Shot-2017-05-12-at-7.23.52-AM.png?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":21492,"url":"https:\/\/insidebigdata.com\/2018\/12\/10\/finding-solution-ai-in-healthcare\/","url_meta":{"origin":19767,"position":5},"title":"Finding a solution for AI in Healthcare","date":"December 10, 2018","format":false,"excerpt":"Dell EMC Ready Solutions for AI are integrated systems with validated hardware and software stacks optimized to accelerate AI initiatives, shortening the time to architect a new solution by six to twelve months. A new insideBIGDATA special report series\u00a0explores the intersection of AI and medicine, and this entry provides a\u2026","rel":"","context":"In "Featured"","img":{"alt_text":"ai in healthcare","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/11\/ai-in-healthcare.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/19767"}],"collection":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/users\/10516"}],"replies":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/comments?post=19767"}],"version-history":[{"count":0,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/19767\/revisions"}],"wp:attachment":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media?parent=19767"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/categories?post=19767"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/tags?post=19767"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}