{"id":89706,"date":"2020-10-15T11:27:10","date_gmt":"2020-10-15T08:27:10","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/how-to-build-a-machine-learning-model-in-10-minutes\/"},"modified":"2020-10-15T11:27:10","modified_gmt":"2020-10-15T08:27:10","slug":"how-to-build-a-machine-learning-model-in-10-minutes","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/how-to-build-a-machine-learning-model-in-10-minutes\/","title":{"rendered":"#How to build a machine learning model in 10 minutes"},"content":{"rendered":"<p>&#8220;<strong>#How to build a machine learning model in 10 minutes<\/strong>&#8221;<\/p>\n<div>\n                                I like to divide my machine learning education into two eras:<\/p>\n<p>I spent the first era learning how to build models with tools like\u00a0<a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/scikit-learn.org\/\">scikit-learn<\/a><span>\u00a0<\/span>and<span>\u00a0<\/span><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/daleonai.com\/tensorflow.org\">TensorFlow<\/a>, which was hard and took forever. I spent most of that time feeling insecure about all the things I didn\u2019t know.<\/p>\n<p>The second era\u2013after I kind of knew what I was doing \u2013 I spent wondering why building machine learning\u00a0models was so damn hard. After my insecurity cleared, I took a critical look at the machine learning tools we used today and realized this stuff is a lot harder\u00a0<em>than it needs to be<\/em>.<\/p>\n<p>That\u2019s why I think the way we learn machine learning\u00a0today<span>\u00a0<\/span><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/daleonai.com\/software-developers-youre-learning-machine-learning-upside-down\">is about to change<\/a>.<\/p>\n<p>It\u2019s also why I\u2019m always delighted when I discover a tool that makes model-building fun, intuitive, and friction-less. That couldn\u2019t be more true of<span>\u00a0<\/span><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/teachablemachine.withgoogle.com\/\">Teachable Machine<\/a>. It\u2019s a free program, build by Google, that lets you train deep learning models right from your browser. It\u2019s so easy that even elementary school kids can use it!<\/p>\n<p>Today, you can train image, pose, and sound models with Teachable Machine.<\/p>\n<p><img decoding=\"async\" title=\"Build an image, audio, or pose model with Teachable Machine\" alt=\"Screenshot of teachable machines UI\" class=\" lazy\" src=\"https:\/\/daleonai.com\/images\/screen-shot-2020-10-05-at-4.19.01-pm.png\" data-lazy=\"true\"\/><\/p>\n<p>Under the hood, it uses<span>\u00a0<\/span><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.tensorflow.org\/js\">TensorFlow.js<\/a><span>\u00a0<\/span>to train a model, which is nice for a couple of reasons:<\/p>\n<ul>\n<li>Training h<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>ens locally, in the browser, so none of your data gets sent the cloud. Go data privacy!<\/li>\n<li>When training is done, Teachable Machine lets you export your model so you can use it later, in your own app, from Javascript.<\/li>\n<li>By design, TensorFlow.js uses your GPU (if you have one) to train models, so it\u2019s kinda speedy!<\/li>\n<\/ul>\n<p>If you want the whole scoop, check out my latest episode of #MakingWithML:<\/p>\n<p><iframe loading=\"lazy\" title=\"Machine learning without code in the browser\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/i9tjzr1KME0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<div>\n\u00a0<\/p>\n<hr\/>\n<p><i><span style=\"font-weight: 400;\">This <a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/daleonai.com\/ml-model-ten-mins\">article<\/a> was written by <\/span><\/i><a rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https:\/\/daleonai.com\/\"><i><span style=\"font-weight: 400;\">Dale Markowitz<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">, an Applied AI Engineer at Google based in Austin, Texas, where she works on applying machine learning to new fields and industries. She also likes solving her own life problems with AI, and talks about it on <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">YouTube<\/a>.<\/span><\/i>\n<\/div>\n<p class=\"c-post-pubDate\">\n                                    Published October 15, 2020 \u2014 08:27 UTC\n                                <\/p>\n<\/p><\/div>\n<p><script data-src=\"https:\/\/connect.facebook.net\/en_US\/sdk.js#xfbml=1&amp;appId=378011798897423&amp;version=v2.6\" id=\"socialSrcFacebook\" type=\"text\/template\"><\/script><\/p>\n<blockquote>\n<p style=\"text-align: center;\">For forums sites go to <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/forum.buradabiliyorum.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Forum.BuradaBiliyorum.Com<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/technology\/\" target=\"_blank\" rel=\"noopener noreferrer\">Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/neural\/2020\/10\/15\/how-to-build-a-machine-learning-model-in-10-minutes-syndication\/\" target=\"_blank\" rel=\"noopener noreferrer\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;#How to build a machine learning model in 10 minutes&#8221; I like to divide my machine learning education into two eras: I spent the first era learning how to build models with tools like\u00a0scikit-learn\u00a0and\u00a0TensorFlow, which was hard and took forever. I spent most of that time feeling insecure about all the things I didn\u2019t know&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":89707,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/img-cdn.tnwcdn.com\/image\/neural?filter_last=1&fit=1280,640&url=https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2020\/10\/image-6-3.png&signature=8304bb649bfcb4360577b54a5a1bb011","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-89706","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/89706","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=89706"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/89706\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/89707"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=89706"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=89706"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=89706"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}