{"id":6560,"date":"2022-09-26T11:22:55","date_gmt":"2022-09-26T09:22:55","guid":{"rendered":"https:\/\/www.tecracer.com\/solutions\/ml-modernization-amazon-sagemaker\/"},"modified":"2023-09-13T10:56:10","modified_gmt":"2023-09-13T08:56:10","slug":"ml-modernization-amazon-sagemaker","status":"publish","type":"page","link":"https:\/\/www.tecracer.com\/en\/solutions\/ml-modernization-amazon-sagemaker\/","title":{"rendered":"Machine Learning Modernization with Amazon SageMaker"},"content":{"rendered":"<hr>\n<div>\n<p>Together with Amazon Web Services (AWS), we have designed a solution for you, based on Amazon SageMaker, that allows you to develop, train and implement machine learning (ML) models in the AWS cloud for almost any use case.<\/p>\n<\/div>\n<ul>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/03\/AWS_premier_tier_training_partner_badge.png\" alt=\"\"><\/p>\n<h3>Aws Premium Consuting Partner<\/h3>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/03\/AWS_advanced_tier_consulting_partner_badge.png\" alt=\"\"><\/p>\n<h3>Aws Advanced Training Partner<\/h3>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2023\/02\/200-Cert-Light-English-1.png\" alt=\"aws certified partner network\"><\/p>\n<h3>Aws Cert<\/h3>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/06\/stock_ML.png\" alt=\"\"><\/p>\n<h3>Challenges<\/h3>\n<hr>\n<div>\n<p>On-prem Machine Learning (ML)-Umgebungen sind komplex, ressourcenhungrig und nicht skalierbar.<\/p>\n<p>Auch k\u00f6nnen Data-Science-Teams oft nicht mit den stetig steigenden ML-Anforderungen der Gesch\u00e4ftsbereiche mithalten, da sie daf\u00fcr sorgen m\u00fcssen, dass die On-prem-ML-Infrastruktur immer betriebsbereit ist. Das bindet Zeit und Ressourcen, die dann f\u00fcr die eigentlichen ML-Projekte nicht mehr zur Verf\u00fcgung stehen.\u00a0<\/p>\n<p>F\u00fcr die Teams ist es oft ein Balanceakt Kosten und Leistung f\u00fcr die On-prem ML-Infrastruktur in einem ausgeglichenen Verh\u00e4ltnis zu halten.<\/p>\n<\/div>\n<h3>Our Consulting Services<\/h3>\n<hr>\n<div>\n<ul>\n<li>We are happy to support you in all phases of your cloud journey &#8211; based on AWS best practices and proven ML tools such as Amazon SageMaker.<\/li>\n<li>A structured approach and a clear AWS cloud strategy are essential for the success of ML modernization.<\/li>\n<li>And to accelerate ML modernization, companies should rely on experienced professionals like AWS and tecRacer right from the start.<\/li>\n<\/ul>\n<\/div>\n<h3>AWS and tecRacer &#8211; OUR SOLUTION YOU CAN RELY ON<\/h3>\n<hr>\n<div>\n<p>To address the mentioned challenges, data science teams can standardize ML in the AWS cloud while also adopting ML best practices across the enterprise.<\/p>\n<p>ML modernization with Amazon SageMaker helps data science teams move their self-managed on-prem ML infrastructures to the AWS cloud.<\/p>\n<p>Amazon SageMaker provides a comprehensive and deep set of capabilities across the entire ML lifecycle (Prepare | Build | Train &amp; Tune | Deploy | Manage). And it does so with infrastructure fully managed by AWS and services seamlessly integrated so that data science teams can focus 100% on their project work.<\/p>\n<\/div>\n<h3>\n<h3 data-id=\"page#4-0-0-0\" id=\"headline-style-h4\">YOUR BENEFITS FROM OUR SOLUTION<\/h3>\n<\/h3>\n<hr>\n<ul>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/02\/tecracer_kosten_sparen_icon.png\" alt=\"\"><\/p>\n<h2>Affordable<\/h2>\n<div>\n<p>High availability at lower costs (pay-per-use &#8211; no license costs)<\/p>\n<\/div>\n<p><a href=\"#\">Read More<\/a><\/p>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/09\/Scalability_Icon.png\" alt=\"\"><\/p>\n<h2>Scalable<\/h2>\n<div>\n<p>Amazon SageMaker enables access, tagging, and processing of even very large amounts of data, whether structured (such as tabular data), or unstructured (such as photos, video, and audio) for ML use cases.<\/p>\n<\/div>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/02\/tecracer_know_how_icon.png\" alt=\"\"><\/p>\n<h2>Innovation<\/h2>\n<div>\n<p>Integrated ML services for data scientists and no-code interfaces for business analysts enable innovative ML projects to be implemented across departments.<\/p>\n<\/div>\n<p><a href=\"#\">Read More<\/a><\/p>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/03\/tecracer_ressourcen_icon-1.png\" alt=\"\"><\/p>\n<h2>FOCUS ON CORE COMPETENCIES<\/h2>\n<div>\n<p>Data science teams can fully focus on use case development and ML projects instead of managing ML infrastructure.<\/p>\n<\/div>\n<p><a href=\"#\">Read More<\/a><\/p>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/02\/icon_funktionalitaet-1.png\" alt=\"\"><\/p>\n<h2>HIGH LEVEL OF AUTOMATION<\/h2>\n<div>\n<p>Automation and standardization of MLOps best practices for creating, training, deploying, and managing ML models.<\/p>\n<\/div>\n<\/li>\n<li>\n<p>        <img decoding=\"async\" src=\"\/wp-content\/uploads\/2022\/02\/tecracer_maximale_sicherheit_icon.png\" alt=\"\"><\/p>\n<h2>Secure<\/h2>\n<div>\n<p>Efficient data backup and storage in the AWS Cloud.<\/p>\n<\/div>\n<p><a href=\"#\">Read More<\/a><\/p>\n<\/li>\n<\/ul>\n<h3>AWS and tecRacer invest together in your individual Proof of Concept (POC). Learn more in our Packaged Offer &#8220;ML Modernization with Amazon SageMaker&#8221;<\/h3>\n<hr>\n<div>\n<p>     <div class=\"brlbs-cmpnt-container brlbs-cmpnt-content-blocker brlbs-cmpnt-with-individual-styles\" data-borlabs-cookie-content-blocker-id=\"hubspot-form\" data-borlabs-cookie-content=\"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\"><div class=\"brlbs-cmpnt-cb-preset-a\"> <p class=\"brlbs-cmpnt-cb-description\">You are currently viewing a placeholder content from <strong>HubSpot<\/strong>. To access the actual content, click the button below. Please note that doing so will share data with third-party providers.<\/p> <div class=\"brlbs-cmpnt-cb-buttons\"> <a class=\"brlbs-cmpnt-cb-btn\" href=\"#\" data-borlabs-cookie-unblock role=\"button\">Unblock content<\/a> <a class=\"brlbs-cmpnt-cb-btn\" href=\"#\" data-borlabs-cookie-accept-service role=\"button\" style=\"display: inherit\">Accept required service and unblock content<\/a> <\/div> <a class=\"brlbs-cmpnt-cb-provider-toggle\" href=\"#\" data-borlabs-cookie-show-provider-information role=\"button\">More Information<\/a> <\/div><\/div>\n<\/div>\n<p><!--more--><br \/>\n<!-- 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Machine Learning (ML)-Umgebungen sind komplex, ressourcenhungrig und nicht skalierbar.<\\\/p>\\n\n\n<p>Auch k\\u00f6nnen Data-Science-Teams oft nicht mit den stetig steigenden ML-Anforderungen der Gesch\\u00e4ftsbereiche mithalten, da sie daf\\u00fcr sorgen m\\u00fcssen, dass die On-prem-ML-Infrastruktur immer betriebsbereit ist. Das bindet Zeit und Ressourcen, die dann f\\u00fcr die eigentlichen ML-Projekte nicht mehr zur Verf\\u00fcgung stehen.\\u00a0<\\\/p>\\n\n\n<p>F\\u00fcr die Teams ist es oft ein Balanceakt Kosten und Leistung f\\u00fcr die On-prem ML-Infrastruktur in einem ausgeglichenen Verh\\u00e4ltnis zu halten.<\\\/p>\",\"margin\":\"default\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"preserve_color\":true,\"style\":\"tile-secondary\",\"vertical_align\":\"middle\",\"width_medium\":\"1-2\"},\"children\":[{\"type\":\"headline\",\"props\":{\"content\":\"Our Consulting Services\",\"title_color\":\"danger\",\"title_element\":\"h3\"}},{\"type\":\"divider\",\"props\":{\"divider_element\":\"hr\",\"divider_style\":\"small\"}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"\n\n<ul>\\n\n\n<li>We are happy to support you in all phases of your cloud journey - based on AWS best practices and proven ML tools such as Amazon SageMaker.<\\\/li>\\n\n\n<li>A structured approach and a clear AWS cloud strategy are essential for the success of ML modernization.<\\\/li>\\n\n\n<li>And to accelerate ML modernization, companies should rely on experienced professionals like AWS and tecRacer right from the start.<\\\/li>\\n<\\\/ul>\",\"margin\":\"default\",\"text_color\":\"danger\"}}]}]}],\"modified\":\"2022-02-09T13:12:52.089Z\",\"name\":\"TEXT-TEXT-BLUE\"},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"padding_remove_bottom\":true,\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"props\":{\"margin\":\"remove-vertical\",\"row_gap\":\"collapse\"},\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"path\":\"elements\",\"name\":\"Headline Style H4\",\"type\":\"headline\",\"props\":{\"content\":\"AWS and tecRacer - OUR SOLUTION YOU CAN RELY ON\",\"id\":\"headline-style-h4\",\"title_element\":\"h3\"},\"meta\":{\"type\":\"headline\",\"website\":\"elements\",\"image\":\"https:\\\/\\\/downloads-yootheme.storage.googleapis.com\\\/library\\\/elements\\\/elements\\\/headline-style-h-4.jpg\"},\"images\":[]},{\"type\":\"divider\",\"props\":{\"divider_element\":\"hr\",\"divider_style\":\"small\"}},{\"type\":\"text\",\"props\":{\"column_breakpoint\":\"m\",\"content\":\"\n\n<p>To address the mentioned challenges, data science teams can standardize ML in the AWS cloud while also adopting ML best practices across the enterprise.<\\\/p>\\n\n\n<p>ML modernization with Amazon SageMaker helps data science teams move their self-managed on-prem ML infrastructures to the AWS cloud.<\\\/p>\\n\n\n<p>Amazon SageMaker provides a comprehensive and deep set of capabilities across the entire ML lifecycle (Prepare | Build | Train &amp; Tune | Deploy | Manage). 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no license costs)<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/02\\\/tecracer_kosten_sparen_icon.png\",\"link\":\"#\",\"meta\":\"\",\"title\":\"Affordable\"}},{\"type\":\"grid_item\",\"props\":{\"content\":\"\n\n<p>Amazon SageMaker enables access, tagging, and processing of even very large amounts of data, whether structured (such as tabular data), or unstructured (such as photos, video, and audio) for ML use cases.<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/09\\\/Scalability_Icon.png\",\"title\":\"Scalable\"}},{\"type\":\"grid_item\",\"props\":{\"content\":\"\n\n<p>Integrated ML services for data scientists and no-code interfaces for business analysts enable innovative ML projects to be implemented across departments.<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/02\\\/tecracer_know_how_icon.png\",\"link\":\"#\",\"meta\":\"\",\"title\":\"Innovation\"}},{\"type\":\"grid_item\",\"props\":{\"content\":\"\n\n<p>Data science teams can fully focus on use case development and ML projects instead of managing ML infrastructure.<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/03\\\/tecracer_ressourcen_icon-1.png\",\"link\":\"#\",\"meta\":\"\",\"title\":\"FOCUS ON CORE COMPETENCIES\"}},{\"type\":\"grid_item\",\"props\":{\"content\":\"\n\n<p>Automation and standardization of MLOps best practices for creating, training, deploying, and managing ML models.<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/02\\\/icon_funktionalitaet-1.png\",\"title\":\"HIGH LEVEL OF AUTOMATION\"}},{\"type\":\"grid_item\",\"props\":{\"content\":\"\n\n<p>Efficient data backup and storage in the AWS Cloud.<\\\/p>\",\"image\":\"wp-content\\\/uploads\\\/2022\\\/02\\\/tecracer_maximale_sicherheit_icon.png\",\"link\":\"#\",\"meta\":\"\",\"title\":\"Secure\"}}],\"meta\":{\"type\":\"grid\",\"website\":\"elements\",\"image\":\"https:\\\/\\\/downloads-yootheme.storage.googleapis.com\\\/library\\\/elements\\\/elements\\\/grid-panel-style-card.jpg\"},\"images\":[{\"src\":\"wp-content\\\/themes\\\/yootheme\\\/vendor\\\/yootheme\\\/theme\\\/assets\\\/images\\\/element-image-placeholder.png\",\"md5\":\"1f8accb872d02d8f699c779e9d0f606c\"},{\"src\":\"wp-content\\\/themes\\\/yootheme\\\/vendor\\\/yootheme\\\/theme\\\/assets\\\/images\\\/element-image-placeholder.png\",\"md5\":\"99b225df96823f8c2833c627cff6b68e\"},{\"src\":\"wp-content\\\/themes\\\/yootheme\\\/vendor\\\/yootheme\\\/theme\\\/assets\\\/images\\\/element-image-placeholder.png\",\"md5\":\"5ca53767787885c270fb3d114d83e73d\"}]}]}]}]},{\"type\":\"section\",\"props\":{\"image_position\":\"center-center\",\"style\":\"default\",\"title_breakpoint\":\"xl\",\"title_position\":\"top-left\",\"title_rotation\":\"left\",\"vertical_align\":\"middle\",\"width\":\"default\"},\"children\":[{\"type\":\"row\",\"children\":[{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\"},\"children\":[{\"type\":\"headline\",\"props\":{\"content\":\"AWS and tecRacer invest together in your individual Proof of Concept (POC). Learn more in our Packaged Offer \\\"ML Modernization with Amazon SageMaker\\\"\",\"title_element\":\"h3\"}},{\"type\":\"divider\",\"props\":{\"divider_element\":\"hr\",\"divider_style\":\"small\"}},{\"type\":\"html\",\"props\":{\"content\":\"[borlabs-cookie id=\\\"hubspot-form\\\" type=\\\"content-blocker\\\"]\\n<!--[if lte IE 8]>\\n<script charset=\\\"utf-8\\\" type=\\\"text\\\/javascript\\\" src=\\\"\\\/\\\/js-eu1.hsforms.net\\\/forms\\\/v2-legacy.js\\\"><\\\/script>\\n<![endif]-->\\n<script charset=\\\"utf-8\\\" type=\\\"text\\\/javascript\\\" src=\\\"https:\\\/\\\/js-eu1.hsforms.net\\\/forms\\\/v2.js\\\"><\\\/script>\\n<script>\\nwindow.BorlabsCookie.callWhenLoaded('hbspt', function () {\\n    window.setTimeout(function () {\\n      hbspt.forms.create({\\n        region: \\\"eu1\\\",\\n        portalId: \\\"25477004\\\",\\n        formId: \\\"798af401-ac31-4904-aa02-7e0743ee718e\\\"\\n    });\\n}, 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cloud to medium-sized businesses and work with our customers as equals across the entire cloud lifecycle.\\\"<\\\/p>\",\"footer\":\"Matthias Jansky, Managing Director, tecRacer Project Management GmbH\",\"margin\":\"medium\",\"maxwidth\":\"xlarge\",\"text_align\":\"center\"}}]},{\"type\":\"column\",\"props\":{\"image_position\":\"center-center\",\"position_sticky_breakpoint\":\"m\",\"width_medium\":\"2-3\"},\"children\":[{\"path\":\"elements\",\"name\":\"Headline Style H4\",\"type\":\"headline\",\"props\":{\"content\":\"<\/p>\n<h4 data-id=\\\"page#6-0-1-0\\\" id=\\\"headline-style-h4\\\">Why is tecRacer the right partner for your 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uk-grid=\\\"\\\">\\n<\/p>\n<div>\\n<\/p>\n<div class=\\\"el-content uk-panel\\\">\\n<\/p>\n<p>Partner for medium-sized businesses \\u2013 trusting communication at eye level<\\\/p>\\n<\\\/div>\\n<\\\/div>\\n<\\\/div>\",\"icon\":\"\",\"image\":\"\"}},{\"type\":\"list_item\",\"props\":{\"content\":\"<\/p>\n<p>Many years of experience \\u2013 First AWS partner in Germany with more than 50 successful migration projects<\\\/p>\",\"icon\":\"\",\"image\":\"\"}},{\"type\":\"list_item\",\"props\":{\"content\":\"<\/p>\n<p>Everything from a single source: support for the complete cloud lifecycle<\\\/p>\",\"icon\":\"\",\"image\":\"\"}},{\"type\":\"list_item\",\"props\":{\"content\":\"<\/p>\n<p>Close collaboration with AWS: Since 2011, we are focused on the AWS cloud<\\\/p>\",\"icon\":\"\",\"image\":\"\"}},{\"type\":\"list_item\",\"props\":{\"content\":\"<\/p>\n<p>Certified know-how: First certified external AWS trainer in 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Aws Premium Consuting Partner Aws Advanced Training Partner Aws Cert Challenges On-prem Machine Learning (ML)-Umgebungen sind komplex, [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":6553,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-6560","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning Modernization with Amazon SageMaker - tecRacer<\/title>\n<meta name=\"description\" content=\"Based on Amazon SageMaker, we have designed a solution that allows you to develop, train &amp; implement Machine Learning models.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tecracer.com\/en\/solutions\/ml-modernization-amazon-sagemaker\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning Modernization with Amazon SageMaker\" \/>\n<meta property=\"og:description\" content=\"Based on Amazon SageMaker, we have designed a solution that allows you to develop, train &amp; implement Machine Learning models.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tecracer.com\/en\/solutions\/ml-modernization-amazon-sagemaker\/\" \/>\n<meta property=\"og:site_name\" content=\"tecRacer\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/tecRacer\/\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-13T08:56:10+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@tecRacer\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/solutions\\\/ml-modernization-amazon-sagemaker\\\/\",\"url\":\"https:\\\/\\\/www.tecracer.com\\\/en\\\/solutions\\\/ml-modernization-amazon-sagemaker\\\/\",\"name\":\"Machine Learning Modernization with Amazon SageMaker - 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