{"id":11287,"date":"2025-11-02T16:09:28","date_gmt":"2025-11-03T00:09:28","guid":{"rendered":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-and-its-applications-copy\/"},"modified":"2025-12-10T09:26:55","modified_gmt":"2025-12-10T17:26:55","slug":"machine-learning-for-teens","status":"publish","type":"workshop","link":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/","title":{"rendered":"Solving Problems with Machine Learning"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-11287\" data-postid=\"11287\" class=\"themify_builder_content themify_builder_content-11287 themify_builder tf_clear\">\n                    <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_3gl0012 tb_first tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_2 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_go4o040 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_rptf100   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p class=\"p1\"><i><strong>Two-Week Workshop, Dates Offered:<\/strong> <br \/>Session 4 (8\/3\/26 &#8211; 8\/14\/26)<\/i><\/p><p class=\"p1\"><i><strong>Tuition:<\/strong> <em><del datetime=\"2025-11-06T22:52:03+00:00\">$1999<\/del> <strong>$1599 with code EARLYBIRD_26<\/strong><\/em><\/i><\/p><p>Machine learning powers everything from voice assistants to game characters to life-saving medical software, teaching computers to recognize patterns and make decisions on their own. Understanding how neural networks learn and adapt reveals the technology behind modern AI breakthroughs, giving creators the ability to build systems that get smarter with experience rather than just following pre-programmed rules.<\/p><p>Innovators will build and train their own neural networks using real-world datasets and professional tools. Students develop machine learning frameworks while experimenting with pattern recognition and teaching programs to learn from data. Their ProjectFUN creation becomes a working AI system they designed and trained, demonstrating they can build technology that can change the world.<\/p><p><em>Projects in this workshop may include: Creating a neural network or writing a program that can learn and identify handwriting.<\/em><\/p>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column tb-column col4-2 tb_3poc005 last\">\n                    <!-- module accordion -->\n<div  class=\"module module-accordion tb_0ncv334 \" data-behavior=\"toggle\" data-lazy=\"1\">\n    \n    <ul class=\"ui module-accordion separate rounded tb_default_color\">\n            <li class=\"builder-accordion-active\">\n            <div class=\"accordion-title tf_rel\">\n                <a href=\"#acc-0ncv334-0\" class=\"tb_title_accordion\" aria-controls=\"acc-0ncv334-0-content\" aria-expanded=\"true\">\n                                                            <span class=\"accordion-title-wrap\">A Few of the Topics Covered in this Course<\/span>                <\/a>\n            <\/div><!-- .accordion-title -->\n            <div id=\"acc-0ncv334-0-content\" data-id=\"acc-0ncv334-0\" aria-hidden=\"false\" class=\"accordion-content tf_clearfix\">\n                        <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top tb_col_count_1 tb_ll7c993\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column tb_74o1993 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_x8cd993   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <ul><li>Neural networks<\/li><li>Supervised learning algorithms<\/li><li>Model evaluation and validation<\/li><\/ul>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <\/div>\n                    <\/div><!-- .accordion-content -->\n        <\/li>\n            <li class=\"builder-accordion-active\">\n            <div class=\"accordion-title tf_rel\">\n                <a href=\"#acc-0ncv334-1\" class=\"tb_title_accordion\" aria-controls=\"acc-0ncv334-1-content\" aria-expanded=\"true\">\n                                                            <span class=\"accordion-title-wrap\">Technologies Used in this Course<\/span>                <\/a>\n            <\/div><!-- .accordion-title -->\n            <div id=\"acc-0ncv334-1-content\" data-id=\"acc-0ncv334-1\" aria-hidden=\"false\" class=\"accordion-content tf_clearfix\">\n                        <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top tb_col_count_1 tb_3yc0993\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column tb_xqey993 first\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_jvn5993   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <ul><li>Visual Studio Code<\/li><li>Python programming language<\/li><li>Jupyter Notebooks<\/li><li>TensorFlow<\/li><li>MNIST and CIFAR datasets<\/li><\/ul>    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <\/div>\n                    <\/div><!-- .accordion-content -->\n        <\/li>\n            <li class=\"builder-accordion-active\">\n            <div class=\"accordion-title tf_rel\">\n                <a href=\"#acc-0ncv334-2\" class=\"tb_title_accordion\" aria-controls=\"acc-0ncv334-2-content\" aria-expanded=\"true\">\n                                                            <span class=\"accordion-title-wrap\">Faculty and Guests<\/span>                <\/a>\n            <\/div><!-- .accordion-title -->\n            <div id=\"acc-0ncv334-2-content\" data-id=\"acc-0ncv334-2\" aria-hidden=\"false\" class=\"accordion-content tf_clearfix\">\n                        <div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top tb_col_count_1 tb_qpc0993\">\n                <div  data-lazy=\"1\" class=\"module_column sub_column tb_vor1993 first\">\n                            <\/div>\n                    <\/div>\n                    <\/div><!-- .accordion-content -->\n        <\/li>\n        <\/ul>\n\n<\/div><!-- \/module accordion --><!-- module post -->\n<div  class=\"module module-post tb_mkk8691 \">\n    <div  class=\"builder-posts-wrap loops-wrapper list-post tf_clear tf_clearfix\" data-lazy=\"1\">\n    <article id=\"post-11892\" class=\"post tf_clearfix post-11892 type-post status-publish format-standard hentry category-t-innovator no-post-title no-post-date has-post-category has-post-tag has-post-comment has-post-author \">\n\t    \n\t\t<div class=\"post-content\">\n\t\t<div class=\"post-content-inner\">\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t        <div class=\"entry-content\">\n\n                                        <!--themify_builder_content-->\n    <div  class=\"themify_builder_content themify_builder_content-11892 themify_builder not_editable_builder in_the_loop\" data-postid=\"11892\">\n                        <div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_x94q206 tf_w\">\n                        <div class=\"row_inner col_align_top tb_col_count_1 tf_box tf_rel\">\n                        <div  data-lazy=\"1\" class=\"module_column tb-column col-full tb_fb0f206 first\">\n                            <div  data-zoom-bg=\"desktop\" data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tf_w col_align_top gutter-none tb_col_count_2 tb_1t82418\">\n        <span  class=\"builder_row_cover tf_abs\" data-lazy=\"1\"><\/span>        <div  data-lazy=\"1\" class=\"module_column sub_column col4-2 tb_hitj418 first\">\n                    <!-- module image -->\n<div  class=\"module module-image tb_gb5m418 image-top   tf_mw hide-mobile\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100-60x60.png\" width=\"60\" height=\"60\" class=\"wp-post-image wp-image-11505\" title=\"Quotes\" alt=\"Quotes\" srcset=\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100-60x60.png 60w, https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100.png 100w\" sizes=\"auto, (max-width: 60px) 100vw, 60px\" \/>    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image --><!-- module image -->\n<div  class=\"module module-image tb_lk37418 image-top   tf_mw hide-desktop hide-tablet hide-tablet_landscape\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100-60x60.png\" width=\"60\" height=\"60\" class=\"wp-post-image wp-image-11505\" title=\"Quotes\" alt=\"Quotes\" srcset=\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100-60x60.png 60w, https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2025\/11\/Quote-8Bit-100.png 100w\" sizes=\"auto, (max-width: 60px) 100vw, 60px\" \/>    \n        <\/div>\n    <!-- \/image-wrap -->\n    \n        <\/div>\n<!-- \/module image -->        <\/div>\n                    <div  data-lazy=\"1\" class=\"module_column sub_column col4-2 tb_1anc418 last\">\n                    <!-- module text -->\n<div  class=\"module module-text tb_q8h3418   \" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n        <p><em> It is so fun! <\/em><\/p>\n<pre>Parent of an Innovator <\/pre>\n    <\/div>\n<\/div>\n<!-- \/module text -->        <\/div>\n                    <\/div>\n                <\/div>\n                        <\/div>\n        <\/div>\n            <\/div>\n<!--\/themify_builder_content-->            \n        <\/div><!-- \/.entry-content -->\n        \n\t\t<\/div>\n\t\t<!-- \/.post-content-inner -->\n\t<\/div>\n\t<!-- \/.post-content -->\n\t\n<\/article>\n<!-- \/.post -->\n    <\/div><!-- .builder-posts-wrap -->\n            <\/div>\n<!-- \/module post -->\n            <\/div>\n                        <\/div>\n        <\/div>\n        <\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>Two-Week Workshop, Dates Offered: Session 4 (8\/3\/26 &#8211; 8\/14\/26) Tuition: $1999 $1599 with code EARLYBIRD_26 Machine learning powers everything from voice assistants to game characters to life-saving medical software, teaching computers to recognize patterns and make decisions on their own. Understanding how neural networks learn and adapt reveals the technology behind modern AI breakthroughs, giving [&hellip;]<\/p>\n","protected":false},"featured_media":2621,"parent":0,"menu_order":0,"template":"","agegroup":[66],"locations":[47],"sessions":[341],"subject":[116],"event":[],"technology":[231],"class_list":["post-11287","workshop","type-workshop","status-publish","has-post-thumbnail","hentry","agegroup-innovators-ages-14-18","locations-cascadia-bothell-wa","sessions-session-4-8-3-26-8-14-26","subject-computer-science","technology-python","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Solving Problems with Machine Learning - Open World<\/title>\n<meta name=\"description\" content=\"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Solving Problems with Machine Learning - Open World\" \/>\n<meta property=\"og:description\" content=\"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/\" \/>\n<meta property=\"og:site_name\" content=\"Open World\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/discoveropenworld\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-10T17:26:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"1130\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/\",\"url\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/\",\"name\":\"Solving Problems with Machine Learning - Open World\",\"isPartOf\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg\",\"datePublished\":\"2025-11-03T00:09:28+00:00\",\"dateModified\":\"2025-12-10T17:26:55+00:00\",\"description\":\"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.\",\"breadcrumb\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage\",\"url\":\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg\",\"contentUrl\":\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg\",\"width\":1500,\"height\":1130,\"caption\":\"Three students working together at a computer\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/yourplanbproductions.com\/openworld\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Workshops\",\"item\":\"https:\/\/yourplanbproductions.com\/openworld\/workshops\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Solving Problems with Machine Learning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#website\",\"url\":\"https:\/\/yourplanbproductions.com\/openworld\/\",\"name\":\"Discover Open World by DigiPen\",\"description\":\"K-12 STEAM Summer Camp\",\"publisher\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#organization\"},\"alternateName\":\"Discover Open World\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/yourplanbproductions.com\/openworld\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#organization\",\"name\":\"Discover Open World by DigiPen\",\"alternateName\":\"Discover Open World\",\"url\":\"https:\/\/yourplanbproductions.com\/openworld\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/12\/FB02C-1.jpg\",\"contentUrl\":\"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/12\/FB02C-1.jpg\",\"width\":1500,\"height\":1200,\"caption\":\"Discover Open World by DigiPen\"},\"image\":{\"@id\":\"https:\/\/yourplanbproductions.com\/openworld\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/discoveropenworld\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Solving Problems with Machine Learning - Open World","description":"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"Solving Problems with Machine Learning - Open World","og_description":"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.","og_url":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/","og_site_name":"Open World","article_publisher":"https:\/\/www.facebook.com\/discoveropenworld","article_modified_time":"2025-12-10T17:26:55+00:00","og_image":[{"width":1500,"height":1130,"url":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/","url":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/","name":"Solving Problems with Machine Learning - Open World","isPartOf":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/#website"},"primaryImageOfPage":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage"},"image":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage"},"thumbnailUrl":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg","datePublished":"2025-11-03T00:09:28+00:00","dateModified":"2025-12-10T17:26:55+00:00","description":"This workshop introduces students to machine learning, how neural networks operate, and how their advancement affects the industry.","breadcrumb":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#primaryimage","url":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg","contentUrl":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg","width":1500,"height":1130,"caption":"Three students working together at a computer"},{"@type":"BreadcrumbList","@id":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/machine-learning-for-teens\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/yourplanbproductions.com\/openworld\/"},{"@type":"ListItem","position":2,"name":"Workshops","item":"https:\/\/yourplanbproductions.com\/openworld\/workshops\/"},{"@type":"ListItem","position":3,"name":"Solving Problems with Machine Learning"}]},{"@type":"WebSite","@id":"https:\/\/yourplanbproductions.com\/openworld\/#website","url":"https:\/\/yourplanbproductions.com\/openworld\/","name":"Discover Open World by DigiPen","description":"K-12 STEAM Summer Camp","publisher":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/#organization"},"alternateName":"Discover Open World","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/yourplanbproductions.com\/openworld\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/yourplanbproductions.com\/openworld\/#organization","name":"Discover Open World by DigiPen","alternateName":"Discover Open World","url":"https:\/\/yourplanbproductions.com\/openworld\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/yourplanbproductions.com\/openworld\/#\/schema\/logo\/image\/","url":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/12\/FB02C-1.jpg","contentUrl":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/12\/FB02C-1.jpg","width":1500,"height":1200,"caption":"Discover Open World by DigiPen"},"image":{"@id":"https:\/\/yourplanbproductions.com\/openworld\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/discoveropenworld"]}]}},"ptb_metabox":[],"ptb_taxonomy":{"agegroup":[{"term_id":66,"name":"Innovators, Ages 14-18","slug":"innovators-ages-14-18","term_group":0,"term_taxonomy_id":66,"taxonomy":"agegroup","description":"Open World\u2019s <strong>Innovators Program<\/strong>, for students ages 14-18, offer summer workshops that demonstrate many of the tools and techniques used by professionals in STEAM fields. Students at this stage are allowed to let their creativity and passion show through in their projects, and many of the skills they learn here can be useful for college, the workplace, and beyond. Special workshops in this program include our Studio courses, which allow students to pursue and develop a project unique to their passion.","parent":0,"count":24,"filter":"raw"}],"locations":[{"term_id":47,"name":"Cascadia (Bothell, WA)","slug":"cascadia-bothell-wa","term_group":0,"term_taxonomy_id":47,"taxonomy":"locations","description":"","parent":44,"count":37,"filter":"raw"}],"sessions":[{"term_id":341,"name":"Session 4 (8\/3\/26\u20138\/14\/26)","slug":"session-4-8-3-26-8-14-26","term_group":0,"term_taxonomy_id":341,"taxonomy":"sessions","description":"","parent":330,"count":7,"filter":"raw"}],"subject":[{"term_id":116,"name":"Computer Science","slug":"computer-science","term_group":0,"term_taxonomy_id":116,"taxonomy":"subject","description":"","parent":0,"count":28,"filter":"raw"}],"technology":[{"term_id":231,"name":"Python","slug":"python","term_group":0,"term_taxonomy_id":231,"taxonomy":"technology","description":"","parent":0,"count":3,"filter":"raw"}]},"ptb_featured_image":{"url":"https:\/\/yourplanbproductions.com\/openworld\/wp-content\/uploads\/2022\/11\/F_0004_Machine_Learning_and_its_Applications.jpg","title":"Machine_Learning_and_its_Applications","caption":""},"builder_content":"<p><i><strong>Two-Week Workshop, Dates Offered:<\/strong> <br \/>Session 4 (8\/3\/26 - 8\/14\/26)<\/i><\/p><p><i><strong>Tuition:<\/strong> <em><del datetime=\"2025-11-06T22:52:03+00:00\">$1999<\/del> <strong>$1599 with code EARLYBIRD_26<\/strong><\/em><\/i><\/p><p>Machine learning powers everything from voice assistants to game characters to life-saving medical software, teaching computers to recognize patterns and make decisions on their own. Understanding how neural networks learn and adapt reveals the technology behind modern AI breakthroughs, giving creators the ability to build systems that get smarter with experience rather than just following pre-programmed rules.<\/p><p>Innovators will build and train their own neural networks using real-world datasets and professional tools. Students develop machine learning frameworks while experimenting with pattern recognition and teaching programs to learn from data. Their ProjectFUN creation becomes a working AI system they designed and trained, demonstrating they can build technology that can change the world.<\/p><p><em>Projects in this workshop may include: Creating a neural network or writing a program that can learn and identify handwriting.<\/em><\/p>\n<ul><li><h4>A Few of the Topics Covered in this Course<\/h4><ul><li>Neural networks<\/li><li>Supervised learning algorithms<\/li><li>Model evaluation and validation<\/li><\/ul><\/li><li><h4>Technologies Used in this Course<\/h4><ul><li>Visual Studio Code<\/li><li>Python programming language<\/li><li>Jupyter Notebooks<\/li><li>TensorFlow<\/li><li>MNIST and CIFAR datasets<\/li><\/ul><\/li><li><h4>Faculty and Guests<\/h4><\/li><\/ul>\n<ul><li>Neural networks<\/li><li>Supervised learning algorithms<\/li><li>Model evaluation and validation<\/li><\/ul>\n<ul><li>Visual Studio Code<\/li><li>Python programming language<\/li><li>Jupyter Notebooks<\/li><li>TensorFlow<\/li><li>MNIST and CIFAR datasets<\/li><\/ul>","_links":{"self":[{"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/workshop\/11287","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/workshop"}],"about":[{"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/types\/workshop"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/media\/2621"}],"wp:attachment":[{"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/media?parent=11287"}],"wp:term":[{"taxonomy":"agegroup","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/agegroup?post=11287"},{"taxonomy":"locations","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/locations?post=11287"},{"taxonomy":"sessions","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/sessions?post=11287"},{"taxonomy":"subject","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/subject?post=11287"},{"taxonomy":"event","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/event?post=11287"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/yourplanbproductions.com\/openworld\/wp-json\/wp\/v2\/technology?post=11287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}