{"id":10525,"date":"2024-05-21T09:03:03","date_gmt":"2024-05-21T07:03:03","guid":{"rendered":"https:\/\/www.answerthecall.co.za\/learning\/?page_id=10525"},"modified":"2024-05-21T13:04:16","modified_gmt":"2024-05-21T11:04:16","slug":"introduction-to-machine-learning-art-of-the-possible-aws","status":"publish","type":"page","link":"https:\/\/www.answerthecall.co.za\/learning\/introduction-to-machine-learning-art-of-the-possible-aws\/","title":{"rendered":"Introduction to Machine Learning: Art of the Possible (AWS)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10525\" class=\"elementor elementor-10525\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b357a66 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"6b357a66\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-75889ef exad-glass-effect-no exad-sticky-section-no\" data-id=\"75889ef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26c897b exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"26c897b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.14.0 - 26-06-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<strong>ABOUT THIS COURSE:<\/strong>\r\n\r\nThis digital course is designed to help business decision makers understand the fundamentals of machine learning (ML).\r\n<ul>\r\n \t<li>Course level: Fundamental<\/li>\r\n \t<li>Duration: 30 minutes<\/li>\r\n<\/ul>\r\n<strong>Activities:<\/strong>\r\n\r\nThis course includes presentations, videos, and knowledge assessments.\r\n\r\nCourse objectives\r\n\r\n<strong>In this course, you will learn to:<\/strong>\r\n<ul>\r\n \t<li>Understand the basics of machine learning to help evaluate the benefits and risks associated with adopting ML in various business cases<\/li>\r\n<\/ul>\r\nIntended audience\r\n\r\n<strong>This course is intended for:<\/strong>\r\n<ul>\r\n \t<li>Nontechnical business leaders and other business decision makers who are, or will be, involved in ML projects<\/li>\r\n \t<li>Participants of the AWS Machine Learning Embark program, and Machine Learning Solutions Lab (MLSL) discovery workshops<\/li>\r\n<\/ul>\r\n<strong>Prerequisites:<\/strong>\r\n\r\nWe recommend that attendees of this course have:\r\n<ul>\r\n \t<li>Basic knowledge of computers and computer systems<\/li>\r\n \t<li>Some basic knowledge of the concept of machine learning<\/li>\r\n<\/ul>\r\n<strong>Course outline:<\/strong>\r\n\r\nModule 1: How can machine learning help?\r\n<ul>\r\n \t<li>Define artificial intelligence<\/li>\r\n \t<li>Define machine learning<\/li>\r\n \t<li>Describe the different business domains impacted by machine learning<\/li>\r\n \t<li>Describe the positive feedback loop (flywheel) that drives ML projects<\/li>\r\n \t<li>Describe the potential for machine learning in underutilized markets<\/li>\r\n<\/ul>\r\nModule 2: How does machine learning work?\r\n<ul>\r\n \t<li>Describe artificial intelligence<\/li>\r\n \t<li>Describe the difference between artificial intelligence and machine learning<\/li>\r\n<\/ul>\r\nModule 3: What are some potential problems with machine learning?\r\n<ul>\r\n \t<li>Describe the differences between simple and complex models<\/li>\r\n \t<li>Understand unexplainability and uncertainty problems with machine learning models<\/li>\r\n<\/ul>\r\nModule 4: Conclusion\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-548cea2 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"548cea2\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/explore.skillbuilder.aws\/learn\/course\/external\/view\/elearning\/11322\/introduction-to-machine-learning-art-of-the-possible\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Click to Enroll<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ABOUT THIS COURSE:<br \/>\nThis digital course is designed to help business decision makers understand the fundamentals of machine learning (ML).<\/p>\n<p>Course level: Fundamental<br \/>\nDuration: 30 minutes<\/p>\n<p>Activities:<br \/>\nThis course includes presentations, videos, and knowledge assessments.<br \/>\nCourse objectives<br \/>\nIn <\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","footnotes":""},"class_list":["post-10525","page","type-page","status-publish","hentry","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/pages\/10525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/comments?post=10525"}],"version-history":[{"count":5,"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/pages\/10525\/revisions"}],"predecessor-version":[{"id":10600,"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/pages\/10525\/revisions\/10600"}],"wp:attachment":[{"href":"https:\/\/www.answerthecall.co.za\/learning\/wp-json\/wp\/v2\/media?parent=10525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}