{"id":154,"date":"2023-03-30T01:08:50","date_gmt":"2023-03-30T01:08:50","guid":{"rendered":"https:\/\/citestu0.savecicadabuzz.org\/?page_id=154"},"modified":"2024-02-21T16:51:54","modified_gmt":"2024-02-21T16:51:54","slug":"week-5","status":"publish","type":"page","link":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/week-5\/","title":{"rendered":"Document Classification"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"154\" class=\"elementor elementor-154\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-12ab7ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12ab7ae\" 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-444199d\" data-id=\"444199d\" 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-54ca8db elementor-widget elementor-widget-heading\" data-id=\"54ca8db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Classify stuff with Machine Learning...<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d466737 elementor-widget elementor-widget-text-editor\" data-id=\"d466737\" 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 - v3.18.0 - 20-12-2023 *\/\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<p>You&#8217;re starting a new venture firm MACHINES ARE SMART, that specializes in machine learning. You are going to pitch a new project to venture capital investors, and you need a proof of concept.&nbsp; Use <a href=\"https:\/\/teachablemachine.withgoogle.com\/train\">teachable machine<\/a> to build a model that does one of the following:<\/p>\n<ul>\n<li>A special pet door that only lets in only cats, for cat lovers.<\/li>\n<li>A foreign language training app that teaches you to say &#8220;hello&#8221; in a foreign language and rejects attempts that aren&#8217;t correct.&nbsp;<\/li>\n<li>An app that rejects drinks that aren&#8217;t coffee.&nbsp;<\/li>\n<li>An app that tells if elderly nursing home residents are happy or sad, and alerts loved ones if the nursing home resident is too sad too often.<\/li>\n<\/ul>\n<p>Reflect on the following question: You&#8217;ll have to think about how to train the machine.&nbsp; What kind of data did you include in your training dataset and why? What other kind of data could have been helpful but maybe you couldn&#8217;t get in the short-term\/for free? Your group may, in some cases, search for photograph sets.&nbsp; One possibility to get large data sets is to convert YouTubes into clips. Did your model work well for what you wanted?&nbsp; In what instances might your model not work very well?&nbsp; Include the link to your project.<\/p>\n<p><\/p>\t\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8554576 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8554576\" 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-ead9345\" data-id=\"ead9345\" 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-7e8e6d7 elementor-widget elementor-widget-text-editor\" data-id=\"7e8e6d7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e72db20 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e72db20\" 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-454ce3a\" data-id=\"454ce3a\" 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\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>Classify stuff with Machine Learning&#8230; You&#8217;re starting a new venture firm MACHINES ARE SMART, that specializes in machine learning. You are going to pitch a new project to venture capital investors, and you need a proof of concept.&nbsp; Use teachable machine to build a model that does one of the following: A special pet door &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/citestu0.savecicadabuzz.org\/index.php\/week-5\/\"> <span class=\"screen-reader-text\">Document Classification<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-154","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/comments?post=154"}],"version-history":[{"count":14,"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/154\/revisions"}],"predecessor-version":[{"id":251,"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/154\/revisions\/251"}],"wp:attachment":[{"href":"https:\/\/citestu0.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/media?parent=154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}