{"id":3484,"date":"2018-02-28T17:48:46","date_gmt":"2018-02-28T16:48:46","guid":{"rendered":"http:\/\/joapen.com\/blog\/?p=3484"},"modified":"2021-05-04T15:35:49","modified_gmt":"2021-05-04T13:35:49","slug":"aws-machine-learning-enterprises","status":"publish","type":"post","link":"https:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/","title":{"rendered":"AWS Machine Learning for enterprises"},"content":{"rendered":"<p>Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning.<\/p>\n<p>I like this picture that explains in plain english what is Deep Learning, machine learning and Artificial Inteligence.<\/p>\n<p><a href=\"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/dl-ml-ai\/\" rel=\"attachment wp-att-3485\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3485\" src=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg\" alt=\"\" width=\"828\" height=\"509\" srcset=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg 828w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI-300x184.jpg 300w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI-768x472.jpg 768w, https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI-488x300.jpg 488w\" sizes=\"auto, (max-width: 828px) 100vw, 828px\" \/><\/a>The main component of the overall solution is SageMaker, which\u00a0is an integrated deep learning development and deployment platform, launched in November 2017.<\/p>\n<p>You can\u00a0build, train, and deploy machine learning models at any scale.<\/p>\n<p>The basic steps are:<\/p>\n<ol>\n<li>Collect and prepare your training data to discover which elements of your data set are important.<\/li>\n<li>Select which algorithm and framework you\u2019ll use. This is basically define the approach you want to use.<\/li>\n<li>Teach the model how to make predictions by training. This step typically requires a lot of compute resources.<\/li>\n<li>Tune the model so it delivers the best possible predictions. This step is often a tedious and manual effort. Here it&#8217;s suppposed you have a fully trained model.<\/li>\n<li>Integrate the model with your application and deploy this application on infrastructure that will scale. Here your model can be linked to other models making the things more complex.<\/li>\n<li>Once done, experiment and optimize every part of the process.\u00a0This takes a lot of specialized expertise, access to large amounts of compute and storage, and a lot of time.<\/li>\n<\/ol>\n<p>One of the competitive advantages that Amazon SageMaker offers is that it includes modules that can be used together or independently to build, train, and deploy your machine learning models.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain english what is Deep Learning, machine learning and Artificial Inteligence. The main component of the overall solution is SageMaker, which\u00a0is an integrated deep learning development and deployment platform, launched &#8230; <a title=\"AWS Machine Learning for enterprises\" class=\"read-more\" href=\"https:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/\" aria-label=\"Read more about AWS Machine Learning for enterprises\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[151],"tags":[219],"class_list":["post-3484","post","type-post","status-publish","format-standard","hentry","category-machine-learning","tag-amazon"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AWS Machine Learning for enterprises -<\/title>\n<meta name=\"description\" content=\"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AWS Machine Learning for enterprises -\" \/>\n<meta property=\"og:description\" content=\"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects\" \/>\n<meta property=\"og:url\" content=\"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/\" \/>\n<meta property=\"og:site_name\" content=\"joapen projects\" \/>\n<meta property=\"article:published_time\" content=\"2018-02-28T16:48:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-05-04T13:35:49+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg\" \/>\n<meta name=\"author\" content=\"joapen\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"joapen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#article\",\"isPartOf\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/\"},\"author\":{\"name\":\"joapen\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#\\\/schema\\\/person\\\/23919df2312175fe9c4609203595b217\"},\"headline\":\"AWS Machine Learning for enterprises\",\"datePublished\":\"2018-02-28T16:48:46+00:00\",\"dateModified\":\"2021-05-04T13:35:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/\"},\"wordCount\":249,\"commentCount\":0,\"publisher\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#\\\/schema\\\/person\\\/23919df2312175fe9c4609203595b217\"},\"image\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/02\\\/DL-ML-AI.jpg\",\"keywords\":[\"Amazon\"],\"articleSection\":[\"Machine Learning\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/\",\"url\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/\",\"name\":\"AWS Machine Learning for enterprises -\",\"isPartOf\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#primaryimage\"},\"image\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/02\\\/DL-ML-AI.jpg\",\"datePublished\":\"2018-02-28T16:48:46+00:00\",\"dateModified\":\"2021-05-04T13:35:49+00:00\",\"description\":\"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects\",\"breadcrumb\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#primaryimage\",\"url\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/02\\\/DL-ML-AI.jpg\",\"contentUrl\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/02\\\/DL-ML-AI.jpg\",\"width\":828,\"height\":509},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/2018\\\/02\\\/28\\\/aws-machine-learning-enterprises\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"http:\\\/\\\/joapen.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AWS Machine Learning for enterprises\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#website\",\"url\":\"http:\\\/\\\/joapen.com\\\/blog\\\/\",\"name\":\"joapen projects\",\"description\":\"Just a place to write\",\"publisher\":{\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#\\\/schema\\\/person\\\/23919df2312175fe9c4609203595b217\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\\\/\\\/joapen.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"http:\\\/\\\/joapen.com\\\/blog\\\/#\\\/schema\\\/person\\\/23919df2312175fe9c4609203595b217\",\"name\":\"joapen\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/joapen-mini.jpeg\",\"url\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/joapen-mini.jpeg\",\"contentUrl\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/joapen-mini.jpeg\",\"width\":400,\"height\":400,\"caption\":\"joapen\"},\"logo\":{\"@id\":\"https:\\\/\\\/joapen.com\\\/blog\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/joapen-mini.jpeg\"},\"sameAs\":[\"http:\\\/\\\/www.joapen.com\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AWS Machine Learning for enterprises -","description":"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/","og_locale":"en_US","og_type":"article","og_title":"AWS Machine Learning for enterprises -","og_description":"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects","og_url":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/","og_site_name":"joapen projects","article_published_time":"2018-02-28T16:48:46+00:00","article_modified_time":"2021-05-04T13:35:49+00:00","og_image":[{"url":"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg","type":"","width":"","height":""}],"author":"joapen","twitter_misc":{"Written by":"joapen","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#article","isPartOf":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/"},"author":{"name":"joapen","@id":"http:\/\/joapen.com\/blog\/#\/schema\/person\/23919df2312175fe9c4609203595b217"},"headline":"AWS Machine Learning for enterprises","datePublished":"2018-02-28T16:48:46+00:00","dateModified":"2021-05-04T13:35:49+00:00","mainEntityOfPage":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/"},"wordCount":249,"commentCount":0,"publisher":{"@id":"http:\/\/joapen.com\/blog\/#\/schema\/person\/23919df2312175fe9c4609203595b217"},"image":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#primaryimage"},"thumbnailUrl":"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg","keywords":["Amazon"],"articleSection":["Machine Learning"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#respond"]}]},{"@type":"WebPage","@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/","url":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/","name":"AWS Machine Learning for enterprises -","isPartOf":{"@id":"http:\/\/joapen.com\/blog\/#website"},"primaryImageOfPage":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#primaryimage"},"image":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#primaryimage"},"thumbnailUrl":"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg","datePublished":"2018-02-28T16:48:46+00:00","dateModified":"2021-05-04T13:35:49+00:00","description":"Today I attended this webinar to introduce the main components that AWS offers for working on Machine Learning. I like this picture that explains in plain - joapen projects","breadcrumb":{"@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#primaryimage","url":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg","contentUrl":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2018\/02\/DL-ML-AI.jpg","width":828,"height":509},{"@type":"BreadcrumbList","@id":"http:\/\/joapen.com\/blog\/2018\/02\/28\/aws-machine-learning-enterprises\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/joapen.com\/blog\/"},{"@type":"ListItem","position":2,"name":"AWS Machine Learning for enterprises"}]},{"@type":"WebSite","@id":"http:\/\/joapen.com\/blog\/#website","url":"http:\/\/joapen.com\/blog\/","name":"joapen projects","description":"Just a place to write","publisher":{"@id":"http:\/\/joapen.com\/blog\/#\/schema\/person\/23919df2312175fe9c4609203595b217"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/joapen.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":["Person","Organization"],"@id":"http:\/\/joapen.com\/blog\/#\/schema\/person\/23919df2312175fe9c4609203595b217","name":"joapen","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2021\/04\/joapen-mini.jpeg","url":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2021\/04\/joapen-mini.jpeg","contentUrl":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2021\/04\/joapen-mini.jpeg","width":400,"height":400,"caption":"joapen"},"logo":{"@id":"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2021\/04\/joapen-mini.jpeg"},"sameAs":["http:\/\/www.joapen.com"]}]}},"_links":{"self":[{"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/posts\/3484","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/comments?post=3484"}],"version-history":[{"count":3,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/posts\/3484\/revisions"}],"predecessor-version":[{"id":3488,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/posts\/3484\/revisions\/3488"}],"wp:attachment":[{"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/media?parent=3484"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/categories?post=3484"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/joapen.com\/blog\/wp-json\/wp\/v2\/tags?post=3484"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}