{"id":407,"date":"2025-07-02T04:56:26","date_gmt":"2025-07-01T20:56:26","guid":{"rendered":"http:\/\/aiaas.jdn.gov.my\/?page_id=407"},"modified":"2025-09-06T22:20:05","modified_gmt":"2025-09-06T14:20:05","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/aiaas.jdn.gov.my\/aws\/product\/machine-learning\/","title":{"rendered":"Machine Learning"},"content":{"rendered":"\t\t
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Accelerate public sector transformation with Machine Learning on AWS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Streamline every step of the ML lifecycle with the most comprehensive set of services and purpose-built infrastructure<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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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\tGet started with Machine Learning<\/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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Machine learning on AWS<\/h4>

AWS helps you innovate with machine learning (ML) at scale with the most comprehensive set of ML services, infrastructure, and deployment resources. From the world\u2019s largest enterprises to emerging startups, more than 100,000 customers have chosen AWS machine learning services to solve business problems and drive innovation. With Amazon SageMaker, you can build, train, and deploy machine learning and foundation models at scale with infrastructure and purpose-built tools for each step of the ML lifecycle.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Machine learning tools to build at scale<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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\n Amazon SageMaker AI <\/h3>\n \t\t \t

Build, train and deploy ML models at scale.<\/p>\n

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\n AWS Deep Learning AMIs <\/h3>\n \t\t \t

Quickly build scalable, secure deep learning applications in preconfigured environments<\/p>\n

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\n AWS Deep Learning Containers <\/h3>\n \t\t \t

Quickly deploy deep learning environments with optimized, prepackaged container images.<\/p>\n

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\n Hugging Face on Amazon SageMaker <\/h3>\n \t\t \t

Train and deploy Hugging Face Models in minutes.<\/p>\n

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\n TensorFlow on AWS <\/h3>\n \t\t \t

Enhance and visualize deep learning applications with ML tools.<\/p>\n

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\n PyTorch on AWS <\/h3>\n \t\t \t

Leverage a highly performant, scalable and enterprise-ready PyTorch experience on AWS.<\/p>\n

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\n Apache MXNet on AWS <\/h3>\n \t\t \t

Build ML applications that train quickly and run virtually anywhere.<\/p>\n

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\n Jupyter on AWS <\/h3>\n \t\t \t

A secure, scalable and collaborative Jupyter experience on AWS.<\/p>\n

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Infrastructure that delivers exceptional performance for public sector applications, while driving cost efficiency and scalability.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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\n Amazon EC2 Trn1 Instances <\/h3>\n \t\t \t

Get high-performance, cost-effective training of generative AI models.<\/p>\n

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\n Amazon EC2 P5 Instances <\/h3>\n \t\t \t

Get the highest performance GPU-based instances for deep learning and EFA applications.<\/p>\n

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\n Amazon EC2 Inf2 Instances <\/h3>\n \t\t \t

Get high performance at the lowest cost in Amazon EC2 for generative AI inference.<\/p>\n

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\n Amazon EC2 G5 Instances <\/h3>\n \t\t \t

Get high-performance GPU-based instances for graphics-intensive applications and ML inference.<\/p>\n

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\n Amazon SageMaker HyperPod <\/h3>\n \t\t \t

Leverage a purpose-built infrastructure for distributed training at scale.<\/p>\n

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How government agencies and public institutions are leveraging Machine Learning with AWS<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Public sector organisations around the world are innovating with machine learning on AWS, improving citizen services, streamlining operations, enhancing decision-making, and enabling new digital experiences. With over 100,000 customers across industries, AWS brings proven scale, security, and flexibility to government agencies of all sizes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n Amazon Ads empowers advertisers to create custom images using generative AI & Amazon SageMaker <\/h3>\n
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Resources to develop your machine learning skills<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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\n AWS Solutions Library <\/h3>\n \t\t \t

Browse curated solutions and guidance for common AI use cases.<\/p>\n

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\n AWS DeepRaces League <\/h3>\n \t\t \t

Expand your ML skills by competing in the world\u2019s first global autonomous racing league.<\/p>\n

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\n \n Get Started <\/i> <\/a>\n <\/div>\n <\/div>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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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\tHands-on Experience<\/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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\n \n\n
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\n Amazon SageMaker Studio <\/h3>\n \t\t \t

Learn and experiment with ML<\/p>\n

\n
\n \n Get Started <\/i> <\/a>\n <\/div>\n <\/div>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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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\tHands-on Experience<\/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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\n \n\n
\n
\n

\n Machine Learning Tutorials <\/h3>\n \t\t \t

Learn how to use Amazon SageMaker to accomplish various ML lifecycle tasks.<\/p>\n

\n
\n \n Get Started <\/i> <\/a>\n <\/div>\n <\/div>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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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\tHands-on Experience<\/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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\n \n\n
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\n

\n AI Courses for Machine Learning Engineers <\/h3>\n \t\t \t

Curated training resources for data scientists and ML engineers.<\/p>\n

\n
\n \n Get Started <\/i> <\/a>\n <\/div>\n <\/div>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\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\t\t
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Start your machine learning journey today<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Build new ML skills in your organization using the same curriculum used at Amazon<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tGet Started<\/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<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Discover AWS Partners to accelerate your AI innovation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tExplore Now<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":3219,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"pgc_sgb_lightbox_settings":"","footnotes":""},"categories":[],"tags":[],"class_list":["post-407","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/pages\/407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/comments?post=407"}],"version-history":[{"count":0,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/pages\/407\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/pages\/3219"}],"wp:attachment":[{"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/media?parent=407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/categories?post=407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiaas.jdn.gov.my\/aws\/wp-json\/wp\/v2\/tags?post=407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}