{"id":99,"date":"2025-01-30T18:01:57","date_gmt":"2025-01-30T18:01:57","guid":{"rendered":"https:\/\/citelearn3.savecicadabuzz.org\/?page_id=99"},"modified":"2025-01-30T18:03:46","modified_gmt":"2025-01-30T18:03:46","slug":"elementor-page-99","status":"publish","type":"page","link":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/elementor-page-99\/","title":{"rendered":"Week 5- Document Classification"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"99\" class=\"elementor elementor-99\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8dd8b04 e-flex e-con-boxed e-con e-parent\" data-id=\"8dd8b04\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d2cf8c elementor-widget elementor-widget-text-editor\" data-id=\"4d2cf8c\" 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<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\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-444199d\" data-id=\"444199d\" data-element_type=\"column\"><div class=\"elementor-widget-wrap elementor-element-populated\"><div class=\"elementor-element elementor-element-54ca8db elementor-widget elementor-widget-heading\" data-id=\"54ca8db\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><h2 class=\"elementor-heading-title elementor-size-default\">Classify stuff with Machine Learning&#8230;<\/h2><\/div><\/div><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\"><div class=\"elementor-widget-container\"><p>You\u2019re 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.\u00a0 Use\u00a0<a href=\"https:\/\/teachablemachine.withgoogle.com\/train\">teachable machine<\/a>\u00a0to build a model that does one of the following:<\/p><ul><li>A special pet door that only lets in only cats, for cat lovers.<\/li><li>A foreign language training app that teaches you to say \u201chello\u201d in a foreign language and rejects attempts that aren\u2019t correct.\u00a0<\/li><li>An app that rejects drinks that aren\u2019t coffee.\u00a0<\/li><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><\/ul><p>Reflect on the following question: You\u2019ll have to think about how to train the machine.\u00a0 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\u2019t get in the short-term\/for free? Your group may, in some cases, search for photograph sets.\u00a0 One possibility to get large data sets is to convert YouTubes into clips. Did your model work well for what you wanted?\u00a0 In what instances might your model not work very well?\u00a0 Include the link to your project.<\/p><\/div><\/div><\/div><\/div><\/div><\/section><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\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ead9345\" data-id=\"ead9345\" data-element_type=\"column\"><div class=\"elementor-widget-wrap elementor-element-populated\"><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\"><div class=\"elementor-widget-container\">\u00a0<\/div><\/div><\/div><\/div><\/div><\/section><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\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-454ce3a\" data-id=\"454ce3a\" data-element_type=\"column\">\u00a0<\/div><\/div><\/section>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Classify stuff with Machine Learning&#8230; You\u2019re starting a new venture firm MACHINES ARE SMART, that specializes in machine learning. You [&hellip;]<\/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":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","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":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-99","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/99","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/comments?post=99"}],"version-history":[{"count":7,"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/99\/revisions"}],"predecessor-version":[{"id":107,"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/pages\/99\/revisions\/107"}],"wp:attachment":[{"href":"https:\/\/citelearn3.savecicadabuzz.org\/index.php\/wp-json\/wp\/v2\/media?parent=99"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}