{"id":4624,"date":"2025-01-24T16:26:21","date_gmt":"2025-01-24T19:26:21","guid":{"rendered":"https:\/\/wearebigcheese.com\/sin-categorizar\/an-approach-to-sagemaker-unified-studio\/"},"modified":"2025-06-23T15:43:42","modified_gmt":"2025-06-23T18:43:42","slug":"an-approach-to-sagemaker-unified-studio","status":"publish","type":"post","link":"https:\/\/wearebigcheese.com\/en\/blog-en\/an-approach-to-sagemaker-unified-studio\/","title":{"rendered":"A closer look at AWS SageMaker Unified Studio"},"content":{"rendered":"\n<div id=\"wp-block-themeisle-blocks-advanced-columns-318945e8\" class=\"wp-block-themeisle-blocks-advanced-columns alignwide has-1-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-ef252ccd\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<div id=\"wp-block-themeisle-blocks-advanced-columns-8867c506\" class=\"wp-block-themeisle-blocks-advanced-columns has-2-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-collapsedRows-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-6735d73b\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<h2 class=\"wp-block-heading\">A closer look at AWS SageMaker Unified Studio<\/h2>\n<\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-column-f331a471\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile datos-post is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Category \/<\/strong><\/p>\n\n\n<div class=\"taxonomy-category has-link-color wp-elements-e903c577c561db4b39aee2e1f34eac0d wp-block-post-terms has-text-color has-nv-dark-bg-color\"><a href=\"https:\/\/wearebigcheese.com\/en\/category\/aws-en\/\" rel=\"tag\">AWS<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/wearebigcheese.com\/en\/category\/blog-en\/\" rel=\"tag\">Blog<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/wearebigcheese.com\/en\/category\/sin-categorizar\/\" rel=\"tag\">Sin categorizar<\/a><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Date \/<\/strong><\/p>\n\n\n<div class=\"wp-block-post-date\"><time datetime=\"2025-01-24T16:26:21-03:00\">24 January, 2025<\/time><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>By \/<\/strong><\/p>\n\n\n<div class=\"wp-block-post-author-name\">Federico Rezzano<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-36cb83b9\" class=\"wp-block-themeisle-blocks-advanced-columns alignwide has-2-columns has-desktop-equal-layout has-tablet-collapsedRows-layout has-mobile-collapsedRows-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-d57e4ee2\" class=\"wp-block-themeisle-blocks-advanced-column social-media\"><div class=\"wp-block-themeisle-blocks-sharing-icons\" id=\"wp-block-themeisle-blocks-sharing-icons-a2c041ec\"><div class=\"social-icons-wrap\"><a class=\"social-icon is-facebook\" aria-label=\"Share on Facebook\" href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/wearebigcheese.com\/en\/blog-en\/an-approach-to-sagemaker-unified-studio\/&#038;title=A%20closer%20look%20at%20AWS%20SageMaker%20Unified%20Studio\" target=\"_blank\"><svg aria-hidden=\"true\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><!--!Font Awesome Free 6.6.0 by @fontawesome - 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Link<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-column-d73d3ae5\" class=\"wp-block-themeisle-blocks-advanced-column contenido-post\">\n<p>I&#8217;m Fede Rezzano, Project Manager at <a href=\"http:\/\/wearebigcheese.com\">BigCheese<\/a> and I wanted to share with everyone that today I had the opportunity to try AWS SageMaker Unified Studio. And it left me thinking a lot. After a couple of reflections I feel it&#8217;s amazing:    <\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\">Amazon SageMaker Unified Studio  <\/a><\/h5>\n\n\n\n<h4 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/16.0\/1f680\/72.png\" alt=\"\ud83d\ude80\">  The speed at which the world moves<\/h4>\n\n\n\n<p>Less than a month ago this was presented at the <a href=\"http:\/\/aws.com\">AWS<\/a> re:Invent, and here we are, testing it in a real environment. It&#8217;s amazing how fast things are moving forward. There&#8217;s no time to fall asleep: if we don&#8217;t adapt and learn, we&#8217;ll be left behind.  <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/16.0\/1f4ca\/72.png\" alt=\"\ud83d\udcca\">  Data are not optional  <\/h4>\n\n\n\n<p>  Data is key for today&#8217;s businesses. If we don&#8217;t exploit what we have, we are out of the game. Informed decisions are not a luxury, they are the basis for survival in the marketplace.    <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/16.0\/1f916\/72.png\" alt=\"\ud83e\udd16\">  AI is no longer a &#8220;plus&#8221;, it is an &#8220;obligation&#8221;.<\/h4>\n\n\n\n<p>A development environment without AI today is like Colapinto&#8217;s Williams in the last race. And this case is no exception: tools that do not integrate AI leave us at a disadvantage for any task. Artificial intelligence not only speeds up processes, it redefines what we can do.    <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/16.0\/1f517\/72.png\" alt=\"\ud83d\udd17\">  To unify is not only to simplify, it is to transform.  <\/h4>\n\n\n\n<p>This is what caught my attention the most. <a href=\"https:\/\/aws.amazon.com\/sagemaker\/\">Amazon SageMaker Unified Studio <\/a>is not that it &#8220;brings something you couldn&#8217;t do before&#8221; (Which it also did) Everything it does already existed, but now it&#8217;s all in one place. &#8211; No more switching screens. &#8211; No more &#8220;the code is on so-and-so&#8217;s computer and so-and-so went on vacation&#8221;. &#8211; Now teams are really teams, and not a group of people working in isolation.     <\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/16.0\/1f91d\/72.png\" alt=\"\ud83e\udd1d\">  Bringing worlds closer together  <\/h4>\n\n\n\n<p>Another interesting point is how this tool brings different roles together: data scientists, analysts, engineers&#8230; all working together in the same environment. This not only improves results, but also strengthens team dynamics.   <\/p>\n\n\n\n<h4 id=\"wp-block-themeisle-blocks-advanced-heading-6ba19bce\" class=\"wp-block-themeisle-blocks-advanced-heading wp-block-themeisle-blocks-advanced-heading-6ba19bce\">&nbsp;What do we conclude?&nbsp;<\/h4>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/sagemaker\/\">Amazon SageMaker Unified Studio<\/a> is not just a tool, it&#8217;s a reminder of how technology can change the way we work. And not just processes, but culture: how teams connect, how they collaborate and how tools push us to be better. <\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-16e28121\" class=\"wp-block-themeisle-blocks-advanced-columns alignwide has-2-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset prev-next\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-e7076530\" class=\"wp-block-themeisle-blocks-advanced-column\"><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-column-aabe3ad9\" class=\"wp-block-themeisle-blocks-advanced-column\"><\/div>\n<\/div><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-47ed1020\" class=\"wp-block-themeisle-blocks-advanced-columns alignfull has-1-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset grilla-portfolio blog\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-ba93bed6\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<div id=\"wp-block-themeisle-blocks-advanced-columns-8419fd54\" class=\"wp-block-themeisle-blocks-advanced-columns alignwide has-1-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset grilla-portfolio blog\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-e5cbb502\" class=\"wp-block-themeisle-blocks-advanced-column grilla-portfolio\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\">Related news<\/h3>\n<\/div>\n<\/div>\n\n\n<div class=\"pt-cv-wrapper\"><h1 class='pt-cv-heading-container heading1' data-blockid='ffab30e1h7'><span class='pt-cv-heading'>  <\/span><\/h1><div class=\"pt-cv-view pt-cv-pinterest pt-cv-colsys pt-cv-border pt-cv-no-bb pt-cv-pgregular\" id=\"pt-cv-view-ffab30e1h7\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"3\"><div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"4624\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/an-approach-to-sagemaker-unified-studio\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"131\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2025\/01\/Screenshot-2025-01-24-at-4.36.29\u202fPM-300x131.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" 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href='https:\/\/wearebigcheese.com\/en\/category\/aws-experts-en\/' title='AWS experts' class='pt-cv-tax-aws-experts-en'>AWS experts<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/devops-en\/' title='DevOps' class='pt-cv-tax-devops-en'>DevOps<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/good-infrastructure-practices-in-aws-introducing-the-aws-well-architected-framework-waf\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">Good infrastructure practices in AWS. Introducing the AWS Well-Architected Framework (WAF).<\/a><\/h4><\/div><\/div>\n<div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"4249\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/bigcheese-becomes-the-first-aws-premier-partner-in-uruguay\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"280\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2024\/09\/AWS-Premier-Partner-BigCheese-300x280.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" alt=\"BigCheese becomes the first AWS Premier Partner in Uruguay\" \/><\/a>\n<div class=\"pt-cv-taxoterm above_title\"><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-certification-en\/' title='AWS certification' class='pt-cv-tax-aws-certification-en'>AWS certification<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/sin-categorizar\/' title='Sin categorizar' class='pt-cv-tax-sin-categorizar'>Sin categorizar<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/bigcheese-becomes-the-first-aws-premier-partner-in-uruguay\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">BigCheese becomes the first AWS Premier Partner in Uruguay<\/a><\/h4><\/div><\/div>\n<div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"3249\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/think-big-start-small\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"223\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2024\/05\/Screenshot-2024-04-05-at-14.57.18-300x223.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" alt=\"Think Big Start Small\" \/><\/a>\n<div class=\"pt-cv-taxoterm above_title\"><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-egineer-en\/' title='AWS Egineer' class='pt-cv-tax-aws-egineer-en'>AWS Egineer<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-experts-en\/' title='AWS experts' class='pt-cv-tax-aws-experts-en'>AWS experts<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/devops-en\/' title='DevOps' class='pt-cv-tax-devops-en'>DevOps<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/infrastructure\/' title='Infrastructure' class='pt-cv-tax-infrastructure'>Infrastructure<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a 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href='https:\/\/wearebigcheese.com\/en\/category\/design-thinking-en\/' title='Design Thinking' class='pt-cv-tax-design-thinking-en'>Design Thinking<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/inception-workshop-for-budgeting-a-project\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">Inception workshop for budgeting a project<\/a><\/h4><\/div><\/div>\n<div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"3205\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/how-to-encourage-the-self-organization-of-remote-teams\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"271\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2024\/05\/pasted-image-0-5-300x271.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" alt=\"Organizacion de equipos\" \/><\/a>\n<div class=\"pt-cv-taxoterm above_title\"><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-en\/' title='AWS' class='pt-cv-tax-aws-en'>AWS<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/team-work-en\/' title='Team Work' class='pt-cv-tax-team-work-en'>Team Work<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/how-to-encourage-the-self-organization-of-remote-teams\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">How to encourage the self-organization of remote teams?<\/a><\/h4><\/div><\/div>\n<div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"3188\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/cost-optimization-in-aws-cloud\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"214\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2024\/05\/Screen-Shot-2021-07-29-at-11.21.23-300x214.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" alt=\"AWS Cloud\" \/><\/a>\n<div class=\"pt-cv-taxoterm above_title\"><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-certification-en\/' title='AWS certification' class='pt-cv-tax-aws-certification-en'>AWS certification<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-cloud-en\/' title='AWS Cloud' class='pt-cv-tax-aws-cloud-en'>AWS Cloud<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-experts-en\/' title='AWS experts' class='pt-cv-tax-aws-experts-en'>AWS experts<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/infrastructure\/' title='Infrastructure' class='pt-cv-tax-infrastructure'>Infrastructure<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/cost-optimization-in-aws-cloud\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">Cost optimization in AWS Cloud<\/a><\/h4><\/div><\/div>\n<div class=\"col-md-4 col-sm-4 col-xs-12 pt-cv-content-item pt-cv-1-col\"  data-pid=\"3221\"><div class='pt-cv-pinmas'><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/the-open-banking-paradigm-in-uruguay-and-its-current-status\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default cvplbd cvp-responsive-image img-none\" target=\"_self\" data-iw=\"300\" data-ih=\"300\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"224\" src=\"https:\/\/wearebigcheese.com\/wp-content\/uploads\/2024\/05\/Open-Banking-Uruguay-1024x764-1-300x224.png\" class=\"pt-cv-thumbnail img-none skip-lazy \" alt=\"Open Banking Uruguay 1\" \/><\/a>\n<div class=\"pt-cv-taxoterm above_title\"><a href='https:\/\/wearebigcheese.com\/en\/category\/aws-cloud-en\/' title='AWS Cloud' class='pt-cv-tax-aws-cloud-en'>AWS Cloud<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/blog-en\/' title='Blog' class='pt-cv-tax-blog-en'>Blog<\/a><a href='https:\/\/wearebigcheese.com\/en\/category\/financial-services-en\/' title='Financial Services' class='pt-cv-tax-financial-services-en'>Financial Services<\/a><\/div>\n<h4 class=\"pt-cv-title\"><a href=\"https:\/\/wearebigcheese.com\/en\/blog-en\/the-open-banking-paradigm-in-uruguay-and-its-current-status\/\" class=\"_self cvplbd\" target=\"_self\" data-iw=\"300\" data-ih=\"300\">The Open Banking paradigm in Uruguay and its current status<\/a><\/h4><\/div><\/div><\/div><\/div><\/div>\t\t\t<style type=\"text\/css\" id=\"pt-cv-inline-style-be86906mwf\">#pt-cv-view-ffab30e1h7  .pt-cv-pinmas   { background-color: rgba(151,140,225,0) !important; 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