{"id":100001650,"date":"2016-06-22T11:42:56","date_gmt":"2016-06-22T09:42:56","guid":{"rendered":"http:\/\/know-how-to-risk.com\/?p=100001650"},"modified":"2019-01-12T22:49:19","modified_gmt":"2019-01-12T21:49:19","slug":"white-paper-on-a-i-applications-to-finance","status":"publish","type":"post","link":"https:\/\/www.reacfin.com\/index.php\/2016\/06\/22\/white-paper-on-a-i-applications-to-finance\/","title":{"rendered":"A.I applications to Finance"},"content":{"rendered":"<p>{&#8220;main-title&#8221;:{&#8220;component&#8221;:&#8221;hc_title&#8221;,&#8221;id&#8221;:&#8221;main-title&#8221;,&#8221;subtitle&#8221;:&#8221;Introduction to Machine Learning techniques used in the financial industry and a practical case study&#8221;,&#8221;title_content&#8221;:{&#8220;component&#8221;:&#8221;hc_title_image&#8221;,&#8221;id&#8221;:&#8221;title-image&#8221;,&#8221;image&#8221;:&#8221;&#8221;,&#8221;full_screen&#8221;:false,&#8221;full_screen_height&#8221;:&#8221;&#8221;,&#8221;parallax&#8221;:false,&#8221;bleed&#8221;:&#8221;&#8221;,&#8221;ken_burn&#8221;:&#8221;&#8221;,&#8221;overlay&#8221;:&#8221;&#8221;,&#8221;breadcrumbs&#8221;:false,&#8221;white&#8221;:true},&#8221;title&#8221;:&#8221;A.I applications to Finance&#8221;},&#8221;section_5ZtkF&#8221;:{&#8220;component&#8221;:&#8221;hc_section&#8221;,&#8221;id&#8221;:&#8221;section_5ZtkF&#8221;,&#8221;section_width&#8221;:&#8221;&#8221;,&#8221;animation&#8221;:&#8221;&#8221;,&#8221;animation_time&#8221;:&#8221;&#8221;,&#8221;timeline_animation&#8221;:&#8221;&#8221;,&#8221;timeline_delay&#8221;:&#8221;&#8221;,&#8221;timeline_order&#8221;:&#8221;&#8221;,&#8221;vertical_row&#8221;:&#8221;&#8221;,&#8221;box_middle&#8221;:&#8221;&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;section_content&#8221;:[{&#8220;component&#8221;:&#8221;hc_column&#8221;,&#8221;id&#8221;:&#8221;column_vtfQF&#8221;,&#8221;column_width&#8221;:&#8221;col-md-12&#8243;,&#8221;animation&#8221;:&#8221;&#8221;,&#8221;animation_time&#8221;:&#8221;&#8221;,&#8221;timeline_animation&#8221;:&#8221;&#8221;,&#8221;timeline_delay&#8221;:&#8221;&#8221;,&#8221;timeline_order&#8221;:&#8221;&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;color: #9C9C9C;&#8221;,&#8221;main_content&#8221;:[{&#8220;component&#8221;:&#8221;hc_icon_list&#8221;,&#8221;id&#8221;:&#8221;poQCj&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;rows&#8221;:[{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;BQdPL&#8221;,&#8221;icon&#8221;:&#8221;fa fa-info-circle&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;<b>Title : <\/b>Introduction to Machine Learning techniques used in the financial industry and a practical case study&#8221;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;y2vJG&#8221;,&#8221;icon&#8221;:&#8221;fa fa-pencil&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;<b>Authors : <\/b>Arnaud Deltour and Fran\u00e7ois Ducuroir&#8221;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;uz9MK&#8221;,&#8221;icon&#8221;:&#8221;fa fa-calendar&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;<b>Date : <\/b>June 2016&#8243;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;z8w7T&#8221;,&#8221;icon&#8221;:&#8221;fa fa-bookmark&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;<b>Reference : <\/b>Reacfin White Paper 2016&#8243;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;7kpQL&#8221;,&#8221;icon&#8221;:&#8221;fa fa-book&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;<b>Key words : <\/b>AI &#8211; Machine learning  &#8220;}],&#8221;direction&#8221;:&#8221;vertical-icon-list&#8221;,&#8221;alignment&#8221;:&#8221;text-left&#8221;,&#8221;icon_position&#8221;:&#8221;&#8221;,&#8221;text_size&#8221;:&#8221;text-xs&#8221;,&#8221;icon_size&#8221;:&#8221;&#8221;},{&#8220;component&#8221;:&#8221;hc_space&#8221;,&#8221;id&#8221;:&#8221;smJCU&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;size&#8221;:&#8221;m&#8221;,&#8221;height&#8221;:&#8221;&#8221;},{&#8220;component&#8221;:&#8221;hc_quote&#8221;,&#8221;id&#8221;:&#8221;5ZtkF&#8221;,&#8221;css_classes&#8221;:&#8221;text-justify text-s &#8220;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Machine Learning (\u201cML\u201d) techniques, a sub-field of Artificial Intelligence, become increasingly popular within the financial industry to tackle issues involving large amounts of data.\\n\\nIn this paper we aim at providing the reader with a basic introduction to key ML concepts and techniques, explain how such approaches differ from the more traditional statistical analysis approach and illustrate this theoretical presentation with some simple yet very practical application within the financial industry.\\n\\nWe also illustrate our point with a case-study: a practical application of decision trees to build predictive LGD models in loan books management.\\nWe wrap-up this paper with a high-level comparison between traditional statistical inference methods and ML techniques.&#8221;,&#8221;style&#8221;:&#8221;double_quote&#8221;,&#8221;author&#8221;:&#8221;Arnaud Deltour and Fran\u00e7ois 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to Machine Learning techniques used in the financial industry and a practical case study.<br \/>\\n<a class=\\\"btn btn-sm\\\" style=\\\"margin-top:10px;\\\" href=\\\"https:\/\/www.reacfin.com\/wp-content\/uploads\/2016\/12\/20160622-Reacfin-White-Paper-Intro-to-Machine-Learning-techniques-used-in-the-financial-industry-and-a-case-study-V1.pdf\\\" target=\\\"_blank\\\">         <i class=\\\"fa fa fa-file-pdf-o\\\"><\/i>Download<\/a>&#8220;,&#8221;extra_1&#8243;:&#8221;&#8221;,&#8221;extra_2&#8243;:&#8221;&#8221;,&#8221;icon&#8221;:{&#8220;icon&#8221;:&#8221;&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;}}}}<\/p>\n","protected":false},"excerpt":{"rendered":"<p>{&#8220;main-title&#8221;:{&#8220;component&#8221;:&#8221;hc_title&#8221;,&#8221;id&#8221;:&#8221;main-title&#8221;,&#8221;subtitle&#8221;:&#8221;Introduction to Machine Learning techniques used in the financial industry and a practical case study&#8221;,&#8221;title_content&#8221;:{&#8220;component&#8221;:&#8221;hc_title_image&#8221;,&#8221;id&#8221;:&#8221;title-image&#8221;,&#8221;image&#8221;:&#8221;&#8221;,&#8221;full_screen&#8221;:false,&#8221;full_screen_height&#8221;:&#8221;&#8221;,&#8221;parallax&#8221;:false,&#8221;bleed&#8221;:&#8221;&#8221;,&#8221;ken_burn&#8221;:&#8221;&#8221;,&#8221;overlay&#8221;:&#8221;&#8221;,&#8221;breadcrumbs&#8221;:false,&#8221;white&#8221;:true},&#8221;title&#8221;:&#8221;A.I applications to Finance&#8221;},&#8221;section_5ZtkF&#8221;:{&#8220;component&#8221;:&#8221;hc_section&#8221;,&#8221;id&#8221;:&#8221;section_5ZtkF&#8221;,&#8221;section_width&#8221;:&#8221;&#8221;,&#8221;animation&#8221;:&#8221;&#8221;,&#8221;animation_time&#8221;:&#8221;&#8221;,&#8221;timeline_animation&#8221;:&#8221;&#8221;,&#8221;timeline_delay&#8221;:&#8221;&#8221;,&#8221;timeline_order&#8221;:&#8221;&#8221;,&#8221;vertical_row&#8221;:&#8221;&#8221;,&#8221;box_middle&#8221;:&#8221;&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;section_content&#8221;:[{&#8220;component&#8221;:&#8221;hc_column&#8221;,&#8221;id&#8221;:&#8221;column_vtfQF&#8221;,&#8221;column_width&#8221;:&#8221;col-md-12&#8243;,&#8221;animation&#8221;:&#8221;&#8221;,&#8221;animation_time&#8221;:&#8221;&#8221;,&#8221;timeline_animation&#8221;:&#8221;&#8221;,&#8221;timeline_delay&#8221;:&#8221;&#8221;,&#8221;timeline_order&#8221;:&#8221;&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;color: #9C9C9C;&#8221;,&#8221;main_content&#8221;:[{&#8220;component&#8221;:&#8221;hc_icon_list&#8221;,&#8221;id&#8221;:&#8221;poQCj&#8221;,&#8221;css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_classes&#8221;:&#8221;&#8221;,&#8221;custom_css_styles&#8221;:&#8221;&#8221;,&#8221;rows&#8221;:[{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;BQdPL&#8221;,&#8221;icon&#8221;:&#8221;fa fa-info-circle&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Title : Introduction to Machine Learning techniques used in the financial industry and a practical case study&#8221;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;y2vJG&#8221;,&#8221;icon&#8221;:&#8221;fa fa-pencil&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Authors : Arnaud Deltour and Fran\u00e7ois Ducuroir&#8221;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;uz9MK&#8221;,&#8221;icon&#8221;:&#8221;fa fa-calendar&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Date : June 2016&#8243;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;z8w7T&#8221;,&#8221;icon&#8221;:&#8221;fa fa-bookmark&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Reference : Reacfin White Paper 2016&#8243;},{&#8220;component&#8221;:&#8221;repeater_item&#8221;,&#8221;id&#8221;:&#8221;7kpQL&#8221;,&#8221;icon&#8221;:&#8221;fa fa-book&#8221;,&#8221;icon_style&#8221;:&#8221;&#8221;,&#8221;icon_image&#8221;:&#8221;&#8221;,&#8221;text&#8221;:&#8221;Key words [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[38],"tags":[45,37],"class_list":["post-100001650","post","type-post","status-publish","format-standard","hentry","category-white-papers","tag-ai","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A.I applications to Finance | Reacfin<\/title>\n<meta name=\"description\" content=\"Reacfin is a consulting firm. 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