{"id":51741,"date":"2022-10-07T01:55:56","date_gmt":"2022-10-07T05:55:56","guid":{"rendered":"https:\/\/euvolution.com\/open-source-convergence\/uncategorized\/machine-learning-in-oracle-database-oracle.php"},"modified":"2022-10-07T01:55:56","modified_gmt":"2022-10-07T05:55:56","slug":"machine-learning-in-oracle-database-oracle","status":"publish","type":"post","link":"https:\/\/euvolution.com\/open-source-convergence\/machine-learning\/machine-learning-in-oracle-database-oracle.php","title":{"rendered":"Machine Learning in Oracle Database | Oracle"},"content":{"rendered":"<p><p>Oracle Machine Learning AutoML User Interface<\/p>\n<p>A no-code user interface supporting AutoML on Oracle Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. <\/p>\n<p>Accelerate machine learning modeling using Oracle Autonomous Database as a high performance computing platform with an R interface. Use Oracle Machine Learning Notebooks with R, Python, and SQL interpreters to develop machine learningbased solutions. Easily deploy user-defined R functions from SQL and REST APIs with data-parallel and task-parallel options.<\/p>\n<p>Data scientists and other Python users accelerate machine learning modeling and solution deployment by using Oracle Autonomous Database as a high-performance computing platform with a Python interface. Built-in automated machine learning (AutoML) recommends relevant algorithms and features for each model, and performs automated model tuning. Together, these capabilities enhance user productivity, model accuracy, and scalability.<\/p>\n<p>Data scientists and data analysts can use this drag-and-drop user interface to quickly build analytical workflows. Rapid model development and refinement allows users to discover hidden patterns, relationships, and insights in their data.<\/p>\n<p><!-- Auto Generated --><\/p>\n<p>Read the rest here:<br \/>\n<a target=\"_blank\" href=\"https:\/\/www.oracle.com\/artificial-intelligence\/database-machine-learning\/\" title=\"Machine Learning in Oracle Database | Oracle\" rel=\"noopener\">Machine Learning in Oracle Database | Oracle<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> Oracle Machine Learning AutoML User Interface A no-code user interface supporting AutoML on Oracle Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. Accelerate machine learning modeling using Oracle Autonomous Database as a high performance computing platform with an R interface. <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27373],"tags":[],"class_list":["post-51741","post","type-post","status-publish","format-standard","hentry","category-machine-learning"],"_links":{"self":[{"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/posts\/51741"}],"collection":[{"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/comments?post=51741"}],"version-history":[{"count":0,"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/posts\/51741\/revisions"}],"wp:attachment":[{"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/media?parent=51741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/categories?post=51741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/euvolution.com\/open-source-convergence\/wp-json\/wp\/v2\/tags?post=51741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}