{"version":"1.0","provider_name":"Tervetuloa tutustumaan Lapin teko\u00e4lykiihdytt\u00e4m\u00f6\u00f6n!","provider_url":"https:\/\/blogi.eoppimispalvelut.fi\/lappiai","author_name":"Minttu Merivirta","author_url":"https:\/\/blogi.eoppimispalvelut.fi\/lappiai\/author\/mmerivirta\/","title":"Google Colab \u2013 datan visualisointia Pythonilla - Tervetuloa tutustumaan Lapin teko\u00e4lykiihdytt\u00e4m\u00f6\u00f6n!","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"ICYbEC0rkL\"><a href=\"https:\/\/blogi.eoppimispalvelut.fi\/lappiai\/2026\/03\/18\/google-colab-datan-visualisointia-pythonilla\/\">Google Colab \u2013 datan visualisointia Pythonilla<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/blogi.eoppimispalvelut.fi\/lappiai\/2026\/03\/18\/google-colab-datan-visualisointia-pythonilla\/embed\/#?secret=ICYbEC0rkL\" width=\"600\" height=\"338\" title=\"&#8221;Google Colab \u2013 datan visualisointia Pythonilla&#8221; &#8212; Tervetuloa tutustumaan Lapin teko\u00e4lykiihdytt\u00e4m\u00f6\u00f6n!\" data-secret=\"ICYbEC0rkL\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/blogi.eoppimispalvelut.fi\/lappiai\/wp-includes\/js\/wp-embed.min.js\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/blogi.eoppimispalvelut.fi\/lappiai\/files\/2025\/06\/ai5.jpg","thumbnail_width":2048,"thumbnail_height":198,"description":"T\u00e4n\u00e4 p\u00e4iv\u00e4n\u00e4 yritykset ker\u00e4\u00e4v\u00e4t paljon dataa: asiakastietoja, myyntidataa ja niin edelleen. Kaikkea t\u00e4t\u00e4 dataa on t\u00e4rke\u00e4 osata k\u00e4sitell\u00e4 oikein, jotta sit\u00e4 voidaan hy\u00f6dynt\u00e4\u00e4 liiketoiminnan kehitt\u00e4misess\u00e4. Datan visualisoinnilla voidaan selkeytt\u00e4\u00e4 datan sis\u00e4lt\u00f6\u00e4 ja t\u00e4ten helpottaa sen tutkimista uuden tiedon l\u00f6yt\u00e4miseksi. Datan visualisointiin on saatavilla monenlaisia teko\u00e4lysovelluksia, joista k\u00e4ytt\u00e4j\u00e4 voi valita itselleen sopivimman osaamisensa sek\u00e4 k\u00e4ytt\u00f6tarpeidensa mukaan. [&hellip;]"}