{"id":6959,"date":"2022-11-21T17:28:26","date_gmt":"2022-11-21T16:28:26","guid":{"rendered":"https:\/\/joapen.com\/blog\/?p=6959"},"modified":"2022-11-21T17:28:29","modified_gmt":"2022-11-21T16:28:29","slug":"machine-learning-on-aws","status":"publish","type":"post","link":"http:\/\/joapen.com\/blog\/2022\/11\/21\/machine-learning-on-aws\/","title":{"rendered":"Machine Learning on AWS"},"content":{"rendered":"\n<p>This post are some notes of the course done related to ML on AWS (8 hours).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Table of contents<\/h2>\n\n\n\n<p>Module 1: Introduction to Machine Learning<br>Module 2: Artificial Intelligence Services on AWS<br>Module 3: Machine Learning Process<br>Module 4: Data Collection, Integration, Preparation, Visualization, and Analysis<br>Module 5: Deep Learning Amazon Machine Images<br>Module 6: Amazon SageMaker Concepts<br>Module 7: Amazon SageMaker Notebooks<br>Module 8: Amazon SageMaker Built-In Algorithms<br>Module 9: Amazon SageMaker Training, Debugging and Monitoring<br>Module 10: Introduction to MLOps<br>Module 11: Next Steps and Additional Learning<br>Module 12: End of Course Assessment<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Some screenshots<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"976\" height=\"492\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-19.png\" alt=\"\" class=\"wp-image-6961\" srcset=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-19.png 976w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-19-300x151.png 300w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-19-768x387.png 768w\" sizes=\"auto, (max-width: 976px) 100vw, 976px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1018\" height=\"529\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-20.png\" alt=\"\" class=\"wp-image-6963\" srcset=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-20.png 1018w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-20-300x156.png 300w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-20-768x399.png 768w\" sizes=\"auto, (max-width: 1018px) 100vw, 1018px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"746\" height=\"534\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-21.png\" alt=\"\" class=\"wp-image-6965\" srcset=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-21.png 746w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-21-300x215.png 300w\" sizes=\"auto, (max-width: 746px) 100vw, 746px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"972\" height=\"572\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-25.png\" alt=\"\" class=\"wp-image-6972\" srcset=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-25.png 972w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-25-300x177.png 300w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-25-768x452.png 768w\" sizes=\"auto, (max-width: 972px) 100vw, 972px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">MLOps pipeline orchestration for automated deployments<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"583\" src=\"https:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-28.png\" alt=\"\" class=\"wp-image-6983\" srcset=\"http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-28.png 1020w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-28-300x171.png 300w, http:\/\/joapen.com\/blog\/wp-content\/uploads\/2022\/11\/image-28-768x439.png 768w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Useful links<\/h2>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/blogs\/machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Machine Learning Blog<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This post are some notes of the course done related to ML on AWS (8 hours). Table of contents Module 1: Introduction to Machine LearningModule 2: Artificial Intelligence Services on AWSModule 3: Machine Learning ProcessModule 4: Data Collection, Integration, Preparation, Visualization, and AnalysisModule 5: Deep Learning Amazon Machine ImagesModule 6: Amazon SageMaker ConceptsModule 7: Amazon &#8230; <a title=\"Machine Learning on AWS\" class=\"read-more\" href=\"http:\/\/joapen.com\/blog\/2022\/11\/21\/machine-learning-on-aws\/\" aria-label=\"Read more about Machine Learning on AWS\">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":[66,151],"tags":[],"class_list":["post-6959","post","type-post","status-publish","format-standard","hentry","category-aws","category-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning on AWS -<\/title>\n<meta name=\"description\" content=\"This post are some notes of the course done related to ML on AWS (8 hours). 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