{"id":3830,"date":"2026-03-10T15:23:02","date_gmt":"2026-03-10T07:23:02","guid":{"rendered":"https:\/\/aiaas.jdn.gov.my\/msft\/?page_id=3830"},"modified":"2026-03-13T16:33:31","modified_gmt":"2026-03-13T08:33:31","slug":"azure_machine_learning","status":"publish","type":"page","link":"https:\/\/aiaas.jdn.gov.my\/msft\/product\/azure_machine_learning\/","title":{"rendered":"Azure Machine Learning"},"content":{"rendered":"\t\t
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Advance Malaysia\u2019s AI Capabilities with Azure Machine Learning<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Harness a powerful, enterprise\u2011grade platform to build, train and deploy machine learning models at scale.<\/p>

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tBegin Your Journey<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Azure Machine Learning gives organisations a unified environment to design, train and operationalise machine learning models with speed and confidence. It supports end\u2011to\u2011end ML workflows, from data preparation and experimentation to automated training, responsible AI tools and secure deployment. Enabling teams to deliver scalable, production\u2011ready AI solutions.<\/strong><\/p>


\u2013 Azure Machine Learning<\/em><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\t\t\t\n\n\n \n \n ML Lifecycle Features<\/title>\n \n\n\n\n<section class=\"container\">\n <header class=\"header\">\n <h1>Take advantage of key features <span class=\"grad\">for the full ML lifecycle<\/span><\/h1>\n <\/header>\n\n <div class=\"feature-grid\">\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\udcca<\/div>\n <h3>Data preparation<\/h3>\n <p>Quickly iterate data preparation on Apache Spark clusters within Azure Machine Learning, interoperable with Microsoft Fabric.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/go.microsoft.com\/fwlink\/?linkid=2234857&clcid=0x409\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\udce6<\/div>\n <h3>Feature store<\/h3>\n <p>Increase agility in shipping your models by making features discoverable and reusable across workspaces.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/go.microsoft.com\/fwlink\/?linkid=2240685&clcid=0x409\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\udda5\ufe0f<\/div>\n <h3>AI infrastructure<\/h3>\n <p>Take advantage of purpose-built AI infrastructure uniquely designed to combine the latest GPUs and InfiniBand networking.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/azure.microsoft.com\/en-us\/solutions\/high-performance-computing\/ai-infrastructure\/#features\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83e\udd16<\/div>\n <h3>Automated machine learning<\/h3>\n <p>Rapidly create accurate machine learning models for tasks including classification, regression, vision, and natural language processing.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/go.microsoft.com\/fwlink\/?linkid=2234859&clcid=0x409\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\u2696\ufe0f<\/div>\n <h3>Responsible AI<\/h3>\n <p>Build responsible AI solutions with interpretability capabilities. Assess model fairness through disparity metrics and mitigate unfairness.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/azure.microsoft.com\/en-us\/solutions\/ai\/responsible-ai-with-azure\/\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\udcda<\/div>\n <h3>Model catalog<\/h3>\n <p>Discover, fine-tune, and deploy foundation models from Microsoft, OpenAI, Hugging Face, Meta, Cohere and more using the model catalog.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/azure.microsoft.com\/en-us\/products\/ai-model-catalog\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\udd04<\/div>\n <h3>Prompt flow<\/h3>\n <p>Design, construct, evaluate, and deploy language model workflows with prompt flow.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/go.microsoft.com\/fwlink\/?linkid=2266201&clcid=0x409\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n\n <div class=\"feature-card\">\n <div class=\"icon-box\">\ud83d\ude80<\/div>\n <h3>Managed endpoints<\/h3>\n <p>Operationalize model deployment and scoring, log metrics, and perform safe model rollouts.<\/p>\n <a class=\"learn-more\" href=\"https:\/\/go.microsoft.com\/fwlink\/?linkid=2234488&clcid=0x409\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>\n <\/div>\n <\/div>\n<\/section>\n\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2676e20 e-flex e-con-boxed e-con e-parent\" data-id=\"2676e20\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Advance Malaysia\u2019s AI Capabilities with Azure Machine Learning Harness a powerful, enterprise\u2011grade platform to build, train and deploy machine learning models at scale. \u00a0 Begin Your Journey https:\/\/www.youtube.com\/watch?v=oKNdeUvoy_k \u00a0 \u00a0 Azure Machine Learning gives organisations a unified environment to design, train and operationalise machine learning models with speed and confidence. It supports end\u2011to\u2011end ML workflows, […]<\/p>\n","protected":false},"author":23,"featured_media":0,"parent":3219,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"pgc_sgb_lightbox_settings":"","footnotes":""},"categories":[],"tags":[],"class_list":["post-3830","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/pages\/3830","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/comments?post=3830"}],"version-history":[{"count":37,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/pages\/3830\/revisions"}],"predecessor-version":[{"id":4005,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/pages\/3830\/revisions\/4005"}],"up":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/pages\/3219"}],"wp:attachment":[{"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/media?parent=3830"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/categories?post=3830"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/msft\/wp-json\/wp\/v2\/tags?post=3830"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}