{"version":"1.0","provider_name":"Tech to the Future","provider_url":"https:\/\/blogit.jamk.fi\/techtothefuture","author_name":"Toimittaja","author_url":"https:\/\/blogit.jamk.fi\/techtothefuture\/author\/mintan\/","title":"Datavetoisen hankkeen vaiheistus - Tech to the Future","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"LV37ciP47a\"><a href=\"https:\/\/blogit.jamk.fi\/techtothefuture\/2022\/12\/15\/datavetoisen-hankkeen-vaiheistus\/\">Datavetoisen hankkeen vaiheistus<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/blogit.jamk.fi\/techtothefuture\/2022\/12\/15\/datavetoisen-hankkeen-vaiheistus\/embed\/#?secret=LV37ciP47a\" width=\"600\" height=\"338\" title=\"&#8221;Datavetoisen hankkeen vaiheistus&#8221; &#8212; Tech to the Future\" data-secret=\"LV37ciP47a\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\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:\/\/blogit.jamk.fi\/techtothefuture\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","thumbnail_url":"https:\/\/blogit.jamk.fi\/techtothefuture\/wp-content\/uploads\/sites\/530\/2022\/12\/kuva_termit-haltuun-blogi.png","thumbnail_width":720,"thumbnail_height":405,"description":"Yleinen malli datavetoisen hankkeen vaiheista on niin kutsuttu CRISP-DM (Cross-industry standard process for data mining). Kyseess\u00e4 on kaikille toimialoille tarkoitettu tiedonlouhinnan standardiprosessi. Mallissa data on keski\u00f6ss\u00e4, sill\u00e4 se on kaiken toiminnan l\u00e4ht\u00f6kohta, jota aletaan jalostaa liiketoiminnan tehostamiseksi. Liiketoiminnan ymm\u00e4rrys. Ensimm\u00e4isess\u00e4 vaiheessa pyrit\u00e4\u00e4n ymm\u00e4rt\u00e4m\u00e4\u00e4n liiketoiminnan tarpeita. Tavoite tulee olla tiedossa jo liikkeelle l\u00e4htiess\u00e4, sill\u00e4 se ohjaa [&hellip;]"}