{"id":27,"date":"2023-11-14T19:16:52","date_gmt":"2023-11-14T19:16:52","guid":{"rendered":"https:\/\/arhamnoman.com\/?p=27"},"modified":"2023-11-14T19:19:24","modified_gmt":"2023-11-14T19:19:24","slug":"building-and-deploying-a-model-using-automl-in-azure-ml","status":"publish","type":"post","link":"https:\/\/arhamnoman.com\/index.php\/2023\/11\/14\/building-and-deploying-a-model-using-automl-in-azure-ml\/","title":{"rendered":"Building and Deploying a Model using AutoML in Azure ML"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">Running AI\/ML solutions on the cloud can be tricky, but tools such as AutoML can make the process easier.<\/h4>\n\n\n\n<p>Model selection and tuning hyperparameters can be a tedious task. Setting up multiple runs, hyperparameter sweeps, and algorithms is usually not a Data Scientist\u2019s favorite part of the job. AutoML is a tool in Azure ML that does all of this for you. There are a variety of algorithms, hyperparameters, and evaluation metrics available that are automatically run based on your defined criteria. In this webinar, we will look at how we can use AutoML for training machine learning models. We will also look at the evaluation metrics and see how we can pick the best model from an AutoML run.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-background-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=LDTTQjMX7BA\" target=\"_blank\" rel=\"noreferrer noopener\">Link to Original Resource<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Running AI\/ML solutions on the cloud can be tricky, but tools such as AutoML can make the process easier. Model selection and tuning hyperparameters can be a tedious task. Setting up multiple runs, hyperparameter sweeps, and algorithms is usually not a Data Scientist\u2019s favorite part of the job. AutoML is a tool in Azure ML [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":28,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-27","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-my-work"],"_links":{"self":[{"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/posts\/27","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":2,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/posts\/27\/revisions"}],"predecessor-version":[{"id":31,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/posts\/27\/revisions\/31"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/media\/28"}],"wp:attachment":[{"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/media?parent=27"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/categories?post=27"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arhamnoman.com\/index.php\/wp-json\/wp\/v2\/tags?post=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}