{"id":32737,"date":"2020-01-27T10:00:00","date_gmt":"2020-01-27T15:00:00","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=32737"},"modified":"2023-01-20T14:58:05","modified_gmt":"2023-01-20T19:58:05","slug":"rstats-trends-2020","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/rstats-trends-2020\/","title":{"rendered":"Data Science, Finance and Visualization with R"},"content":{"rendered":"\n<p>What are some of the exciting R trends happening this week at <a href=\"https:\/\/rstudio.com\/\">RStudio<\/a> Conference in San Francisco? Which open-source tools in Data Science, Finance and Visualization will be of interest to quants? Read below to find out.<\/p>\n\n\n\n<p><strong>Data Science<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>J.J.&nbsp;Allaire, Founder and CEO of RStudio, will engage the R community and demonstrate how open-source software for data science helps for reproducible research. <br><br><strong>What we will learn?<\/strong><br>What role <code>RStudio<\/code> will play and how its structure and organzation will support the community to deliver <code>open-source tools<\/code>.<\/li><\/ul>\n\n\n\n<p><strong>Finance<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.spglobal.com\/marketintelligence\/en\/\">S&amp;P Global Market Intelligence Group<\/a> Senior Director of Financial Engineering, Moody Hadi, will discuss tackling <strong>unstructured big data<\/strong> and how it might affect <strong>data sets<\/strong>. <br><br><strong>What will we learn? <\/strong><br>Practical applications of R packages or technologies such as <code>connect<\/code>, <code>reticulate<\/code>, <code>TensorFlow<\/code>, <code>Scikit-Learn<\/code> and <code>Shiny<\/code> in the context of <strong>deep learning<\/strong> techniques are utilized to extract meaningful financial information. <\/li><\/ul>\n\n\n\n<p><strong>Visualization<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Univeristy of Pennsylvania Data Analyst <a href=\"https:\/\/www.williamrchase.com\/\">William Chase<\/a> will demonstrate a series of design techniques that form what he calls a Layered &#8220;Glamor of Graphics.&#8221; <br><br><strong>What will we learn?<\/strong><br>How to use <code>ggplot<\/code> to tackle geoms and astetics, ultimately designing beautiful and persuasive graphics. <\/li><li>Dr. Tyler Morgan-Wall from the Institue for Defense Analysis will showcase <code>rayshader<\/code> package. <br><br><strong>What will we learn?<\/strong><br>How to use <a href=\"https:\/\/cran.r-project.org\/web\/packages\/rayshader\/index.html\">rayshader<\/a>, and principles of <code>cinematography<\/code> and <code>animations<\/code> to create <code>3D ggplots<\/code>.<\/li><li>Fernanda Vi\u00e9gas and Martin&nbsp;Wattenberg from Google will deliver a keynote on &#8220;Data, visualization, and designing with AI&#8221;.<br><br><strong>What we will learn?<\/strong><br>How People+AI Research (PAIR) initiative at Google engages the R community in areas such as optimizing <code>data visualization <\/code>techniques and creating practical <code>guidelines for designers<\/code>. Fernanda, who is part of Google Brain, and is a <strong>computational design<\/strong> expert, showcases an astonishing portfolio of projects on her website <a href=\"https:\/\/www.fernandaviegas.com\">www.fernandaviegas.com<\/a>. Check out to see beautiful <strong>open-source visualization <\/strong>apps created at Google.<\/li><\/ul>\n\n\n\n<p>Stay tuned for GitHub and CRAN collaboration updates.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" data-src=\"\/campus\/wp-content\/uploads\/sites\/2\/2020\/01\/golden-gate-bridge.png\" alt=\"\" class=\"wp-image-32924 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Which open-source tools in Data Science, Finance and Visualization will be of interest to quants? <\/p>\n","protected":false},"author":90,"featured_media":32924,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[339,343,338,341,352,344,342],"tags":[6134,6136,6133,6143,806,5479,2105,6138,2533,865,827,5900,6129,487,6142,6141,6140,6144,6132,508,6137,4412,6131,924,6130,1045,6135],"contributors-categories":[13576],"class_list":{"0":"post-32737","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-ibkr-quant-news","10":"category-quant-development","11":"category-quant-north-america","12":"category-quant-regions","13":"category-r-development","14":"tag-apache-arrow","15":"tag-azure","16":"tag-bootstrap-4","17":"tag-connect","18":"tag-data-science","19":"tag-data-visualisation","20":"tag-deep-learning","21":"tag-foreach","22":"tag-ggplot2","23":"tag-github","24":"tag-keras","25":"tag-open-source","26":"tag-peopleai-research-pair","27":"tag-r","28":"tag-r-influencers","29":"tag-rayshader","30":"tag-reproducible-research","31":"tag-reticulate","32":"tag-rmarkdown","33":"tag-rstudio","34":"tag-sass","35":"tag-scikit-learn","36":"tag-shiny","37":"tag-tensorflow","38":"tag-text-mining","39":"tag-tidyverse","40":"tag-unicorns","41":"contributors-categories-interactive-brokers"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- 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