{"id":649,"date":"2022-06-02T07:37:29","date_gmt":"2022-06-02T07:37:29","guid":{"rendered":"https:\/\/tbekk.com\/devstream\/?p=649"},"modified":"2022-06-02T07:43:59","modified_gmt":"2022-06-02T07:43:59","slug":"announcing-rstudio-for-microsoft-azure-ml","status":"publish","type":"post","link":"https:\/\/tbekk.com\/devstream\/2022\/06\/02\/announcing-rstudio-for-microsoft-azure-ml\/","title":{"rendered":"Announcing RStudio for Microsoft Azure ML"},"content":{"rendered":"\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<ul class=\"wp-block-list\"><li><em><strong>Link: <\/strong><a href=\"https:\/\/www.rstudio.com\/blog\/announcing-rstudio-for-azure-ml\/\">https:\/\/www.rstudio.com\/blog\/announcing-rstudio-for-azure-ml\/<\/a><\/em><\/li><li><em><strong>Publication date:<\/strong> Wednesday June 1st, 2022<\/em><\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator is-style-wide\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-1024x538.jpg\" alt=\"\" class=\"wp-image-650\" srcset=\"https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-1024x538.jpg 1024w, https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-300x158.jpg 300w, https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-768x403.jpg 768w, https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-1536x807.jpg 1536w, https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-2048x1076.jpg 2048w, https:\/\/tbekk.com\/devstream\/wp-content\/uploads\/2022\/06\/thumbnail_hu3f4e34701d7c6546a0de70304fe3ec6e_79740_2220x0_resize_q75_box-624x328.jpg 624w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"machine-learning-development-in-the-cloud\">Machine Learning Development in the Cloud<\/h2>\n\n\n\n<p>Cloud platforms enable the machine learning lifecycle with variable scaling, lower start-up costs, and centralized data lakes. Data scientists who use these resources in conjunction with their favorite tools can more efficiently build high-quality models at scale.<\/p>\n\n\n\n<p>RStudio supports cloud strategies in&nbsp;<a href=\"https:\/\/www.rstudio.com\/solutions\/rstudio-in-the-cloud\/\" target=\"_blank\" rel=\"noreferrer noopener\">various ways(opens in a new tab)<\/a>. Our partnerships allow data scientists to operationalize machine learning on their preferred cloud platform using our professional products, built to be the best tools for open source data science.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"announcing-rstudio-for-azure-ml\">Announcing RStudio for Azure ML<\/h2>\n\n\n\n<p>We\u2019re excited to announce a new partnership with&nbsp;<a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/machine-learning\/#product-overview\" target=\"_blank\" rel=\"noreferrer noopener\">Azure ML(opens in a new tab)<\/a>&nbsp;to deliver&nbsp;<a href=\"https:\/\/www.rstudio.com\/products\/workbench\/\" target=\"_blank\" rel=\"noreferrer noopener\">RStudio Workbench(opens in a new tab)<\/a>&nbsp;on the Azure platform. Data scientists can use the RStudio Workbench they know and love in conjunction with their Azure data sources and other Azure ML capabilities.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>RStudio is very pleased to work with the Azure Machine Learning team on this release, as we collaborate to make it easier for organizations to move their open-source data science workloads to the cloud. We are committed to helping our joint customers use our commercial offerings to bring their production workloads to their preferred cloud platforms.<\/p><p>\u2014 Tareef Kawaf, President, RStudio PBC<\/p><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"access-rstudio-workbench-within-your-azure-ml-cloud-environment\">Access RStudio Workbench Within Your Azure ML Cloud Environment<\/h2>\n\n\n\n<p>RStudio Workbench is the ideal platform for code-first data science development. With this offering, data scientists can start a single-user instance of RStudio Workbench from within their Azure ML environment as part of the machine learning lifecycle.<\/p>\n\n\n\n<p>With RStudio Workbench, data scientists can:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Program in R or Python in your preferred IDE (RStudio, VSCode, JupyterLab, Jupyter Notebook)<\/li><li>Build models with your favorite open-source tools such as the tidyverse and Shiny<\/li><li>Access pre-installed packages to support your data science work<\/li><li>Improve data connectivity via the RStudio Pro Drivers<\/li><li>Run scripts in the background as local launcher jobs<\/li><li>Select multiple versions of R and Python<\/li><li>Open multiple R and Python sessions<\/li><li>Receive end-user support<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.rstudio.com\/blog\/announcing-rstudio-for-azure-ml\/azure-image.png\" alt=\"Laptop with a Workbench IDE open in Azure\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"get-started-with-rstudio-for-azure-ml\">Get Started With RStudio for Azure ML<\/h2>\n\n\n\n<p>We look forward to further supporting open-source data science in the cloud. Check out the&nbsp;<a href=\"https:\/\/www.rstudio.com\/azure-ml\" target=\"_blank\" rel=\"noreferrer noopener\">RStudio for Azure ML product page(opens in a new tab)<\/a>&nbsp;for more information and to purchase a license.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Link: https:\/\/www.rstudio.com\/blog\/announcing-rstudio-for-azure-ml\/ Publication date: Wednesday June 1st, 2022 Machine Learning Development in the Cloud Cloud platforms enable the machine learning lifecycle with variable scaling, lower start-up costs, and centralized data&#8230; <a class=\"read-more-link\" href=\"https:\/\/tbekk.com\/devstream\/2022\/06\/02\/announcing-rstudio-for-microsoft-azure-ml\/\">Read more &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[148,111,9],"tags":[146,147],"class_list":["post-649","post","type-post","status-publish","format-standard","hentry","category-cloud-computing","category-dev-tools","category-news","tag-azure-ml","tag-rstudio"],"_links":{"self":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/649","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/comments?post=649"}],"version-history":[{"count":2,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/649\/revisions"}],"predecessor-version":[{"id":652,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/649\/revisions\/652"}],"wp:attachment":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/media?parent=649"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/categories?post=649"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/tags?post=649"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}