{"id":34112,"date":"2023-01-13T08:55:05","date_gmt":"2023-01-13T08:55:05","guid":{"rendered":"https:\/\/www.carmatec.com\/?page_id=34112"},"modified":"2026-02-17T05:03:56","modified_gmt":"2026-02-17T05:03:56","slug":"koneoppimisen-kehityspalvelut","status":"publish","type":"page","link":"https:\/\/www.carmatec.com\/fi\/koneoppimisen-kehityspalvelut\/","title":{"rendered":"Koneoppimisen kehitysyhti\u00f6"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"34112\" class=\"elementor elementor-34112\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5eb8bbc0 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"5eb8bbc0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-193a2ac5\" data-id=\"193a2ac5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99f1e53 elementor-widget elementor-widget-heading\" data-id=\"99f1e53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Koneoppimisen kehitysyhti\u00f6<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13f5cfed elementor-widget elementor-widget-heading\" data-id=\"13f5cfed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Rakennamme, koulutamme ja k\u00e4yt\u00e4mme koneoppimismalleja parantaaksemme toiminnan tehokkuutta, saavuttaaksemme erinomaisia tuloksia ja saavuttaaksemme merkitt\u00e4vi\u00e4 sijoitetun p\u00e4\u00e4oman tuottoprosentteja. Hanki uusia innovaation, automaation ja ennustamisen huippuja hy\u00f6dynt\u00e4m\u00e4ll\u00e4 tulevaisuuteen valmiita ML-palveluitamme.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2ca0e52b elementor-hidden-mobile\" data-id=\"2ca0e52b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-735d0761 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"735d0761\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4e2f83c4\" data-id=\"4e2f83c4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-11d48b5 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11d48b5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-390b078\" data-id=\"390b078\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-242b10a0 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"242b10a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yhteisty\u00f6kumppani parhaan ML-kehitysyhti\u00f6n kanssa<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5afd4e5c elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"5afd4e5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><span style=\"font-weight: 400;\">Carmatecin kokenut tiimi <a href=\"https:\/\/en.wikipedia.org\/wiki\/Machine_learning\">koneoppiminen<\/a> insin\u00f6\u00f6reill\u00e4, teko\u00e4lykehitt\u00e4jill\u00e4 ja korkeasti koulutetuilla datatieteilij\u00f6ill\u00e4 on kokemusta koneoppimisalgoritmien rakentamisesta monenlaisiin sovelluksiin. Muuttaaksemme liiketoimintaprosesseja integroimme koneoppimisen, teko\u00e4lyn ja datatieteen.<\/span><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6ead5a8\" data-id=\"6ead5a8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-984a085 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"984a085\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"525\" height=\"350\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Partner-With-the-Best-ML-Development-Company.jpg\" class=\"attachment-full size-full wp-image-34440\" alt=\"Paras ML-kehitysyhti\u00f6\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Partner-With-the-Best-ML-Development-Company.jpg 525w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Partner-With-the-Best-ML-Development-Company-300x200.jpg 300w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed99c83 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ed99c83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cb29286 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cb29286\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f618e6b\" data-id=\"f618e6b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-570fcda elementor-widget elementor-widget-image\" data-id=\"570fcda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"525\" height=\"535\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Data-Scientists-and-Machine-Learning-Engineers-offer-a-host-of-benefits.png\" class=\"attachment-large size-large wp-image-34441\" alt=\"Koneoppimisen edut\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Data-Scientists-and-Machine-Learning-Engineers-offer-a-host-of-benefits.png 525w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/Data-Scientists-and-Machine-Learning-Engineers-offer-a-host-of-benefits-294x300.png 294w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-62c8200\" data-id=\"62c8200\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6901d04 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"6901d04\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tietotieteilij\u00e4t ja koneoppimisinsin\u00f6\u00f6rit tarjoavat monia etuja<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbf567b elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"fbf567b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Liiketoiminnan tuloksia voidaan parantaa koneoppimisen avulla.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Koneoppimissovelluksia, jotka voidaan rakentaa sis\u00e4isesti tai asiakkaille.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Minulla on kokemusta ty\u00f6kalujen, metodologioiden ja sis\u00e4isten tietokokonaisuuksien kehitt\u00e4misest\u00e4.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Syv\u00e4oppimista, hermoverkkoja ja koneoppimiskirjastoja voidaan k\u00e4ytt\u00e4\u00e4 tehokkaasti.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Muokattava tietoputkien kehitt\u00e4minen, kokeilu, prototyyppien valmistus, koulutus ja koneoppimismallien k\u00e4ytt\u00f6\u00f6notto.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Yrityskohtaisten ML-mallien kehitt\u00e4minen, k\u00e4ytt\u00f6\u00f6notto ja seuranta infrastruktuurin ja alustojen avulla.<\/span><\/li><\/ul>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d46572 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4d46572\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Palvelut koneoppimisen kehitt\u00e4miseen\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dea662b elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"dea662b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p>Tavoitteenamme Carmatecissa on lis\u00e4t\u00e4 arvoa asiakkaidemme olemassa olevaan IT-infrastruktuuriin koneoppimisen kehitt\u00e4misen avulla. Kehit\u00e4 tietopohjaisia liiketoimintamalleja, automatisoi prosesseja, virtaviivaista toimintakehyst\u00e4 ja optimoi liiketoimintaprosesseja ML-kehitt\u00e4jien kanssa.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-802913c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"802913c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7ef3e2c5\" data-id=\"7ef3e2c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-825dda7 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"825dda7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/machine-learning.png\" class=\"attachment-full size-full wp-image-34519\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/machine-learning.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/machine-learning-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Koneoppimisen kehitt\u00e4minen<\/h3><p class=\"elementor-image-box-description\">Kehit\u00e4mme r\u00e4\u00e4t\u00e4l\u00f6ityj\u00e4 koneoppimisratkaisuja, jotka perustuvat edistyneisiin koneoppimisalgoritmeihin, koneoppimisalgoritmeihin ja ML-kehitystiimimme kehitt\u00e4miin hermoverkkoihin. Tavoitteenamme on automatisoida ML-prosessit ja -ohjelmistot k\u00e4yt\u00e4nn\u00f6llisten p\u00e4\u00e4t\u00f6smallien avulla.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-79663932\" data-id=\"79663932\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c31f50b elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"6c31f50b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/deep-learning.png\" class=\"attachment-full size-full wp-image-34520\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/deep-learning.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/deep-learning-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Syv\u00e4oppiminen<\/h3><p class=\"elementor-image-box-description\">Voimme opettaa koneoppimiskehitt\u00e4jillemme ja datatieteilij\u00f6illemme toimimaan ihmisten tavoin hy\u00f6dynt\u00e4m\u00e4ll\u00e4 kognitiivisen teknologian kehyksi\u00e4. Yrityksemme Deep Learning -insin\u00f6\u00f6rit pystyv\u00e4t palvelemaan eri toimialoja.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2f99ba6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f99ba6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d1f1303\" data-id=\"d1f1303\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-06efc1f elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"06efc1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/predictive.png\" class=\"attachment-full size-full wp-image-34521\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/predictive.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/predictive-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Ennustavat algoritmit<\/h3><p class=\"elementor-image-box-description\">Kehit\u00e4 ennakoivia algoritmeja k\u00e4ytt\u00e4jien k\u00e4ytt\u00e4ytymisen ennustamiseen, trendien ja mallien tunnistamiseen, asiakkaiden segmentointiin, tarpeiden ennustamiseen jne. Annamme sinulle mahdollisuuden n\u00e4hd\u00e4 tulevaisuus kehitt\u00e4miemme ennakoivien algoritmien avulla.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-491fad3\" data-id=\"491fad3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b1cf48 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"0b1cf48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/computer-vision.png\" class=\"attachment-full size-full wp-image-34522\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/computer-vision.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/computer-vision-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Konen\u00e4k\u00f6<\/h3><p class=\"elementor-image-box-description\">Meill\u00e4 Carmatecilla on koneoppimisen asiantuntijoita, jotka ovat kehitt\u00e4neet algoritmeja tietokonetunnistuksiin, video- ja kuva-analyysiin, esineiden merkitsemiseen ja muuhun. \u00c4lykk\u00e4ill\u00e4 koneoppimis- ja tietokonen\u00e4k\u00f6algoritmeillamme voimme seurata urheilutoimintaa, havaita ajoneuvoja, suorittaa valvontaa, havaita poikkeavuuksia, analysoida kasvojen piirteit\u00e4 ja paljon muuta.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4aaf030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4aaf030\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d0ec45f\" data-id=\"d0ec45f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-98942e0 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"98942e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2022\/12\/progressive-approach.png\" class=\"attachment-full size-full wp-image-33684\" alt=\"progressiivinen l\u00e4hestymistapa\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2022\/12\/progressive-approach.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2022\/12\/progressive-approach-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">\u00c4lykk\u00e4\u00e4t chatbotit<\/h3><p class=\"elementor-image-box-description\">K\u00e4yt\u00e4 chatbot-kehityspalveluitamme tehostaaksesi viestint\u00e4\u00e4, parantaaksesi asiakaspalvelua ja nopeuttaaksesi sis\u00e4isi\u00e4 prosesseja. Kehit\u00e4mme teko\u00e4lypohjaisia ja komentosarjapohjaisia chatbotteja pikaviestint\u00e4\u00e4n, mobiilisovelluksiin, viestint\u00e4\u00e4n, keskustelumallien analysointiin, luonnollisen kielen k\u00e4sittelyyn ja moneen muuhun tarkoitukseen.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e704a35\" data-id=\"e704a35\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed08c52 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"ed08c52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/natural-lang.png\" class=\"attachment-full size-full wp-image-34523\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/natural-lang.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/natural-lang-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Luonnollisen kielen k\u00e4sittely<\/h3><p class=\"elementor-image-box-description\">Luonnollisen kielen k\u00e4sittelyratkaisuihimme kuuluvat transkriptio, tekstianalyysi, konek\u00e4\u00e4nn\u00f6s, optinen tekstintunnistus ja reaalimaailman puhekuvioiden analyysi. IoT:n, terveydenhuollon, ty\u00f6nkulkuautomaation, \u00e4lykotien, autonomisten autojen, \u00e4lykk\u00e4\u00e4n haun ja muiden teollisuudenalojen lis\u00e4ksi koneoppimisratkaisumme kehitet\u00e4\u00e4n NLP-algoritmeilla.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fc229f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fc229f9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1477042\" data-id=\"1477042\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2409ed9 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"2409ed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/neural-network.png\" class=\"attachment-full size-full wp-image-34524\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/neural-network.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/neural-network-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Neuroverkkojen kehitt\u00e4minen<\/h3><p class=\"elementor-image-box-description\">Viemme syv\u00e4oppimisen uudelle tasolle neuroverkkojen kehityspalveluillamme. Rakentamamme syv\u00e4oppimisj\u00e4rjestelm\u00e4t pystyv\u00e4t k\u00e4sittelem\u00e4\u00e4n valtavia tietojoukkoja useilla muuttujilla. Yritykset voivat k\u00e4ytt\u00e4\u00e4 ML-j\u00e4rjestelmi\u00e4mme palveluiden seurantaan, klusterointiin, petosten havaitsemiseen ja liiketoimintaanalyyseihin hermoverkkoteknologioiden avulla.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-85dd4b6\" data-id=\"85dd4b6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6704698 elementor-position-left elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"6704698\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/realtime-data.png\" class=\"attachment-full size-full wp-image-34525\" alt=\"\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/realtime-data.png 200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/realtime-data-150x150.png 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Analysoi reaaliaikaista dataa<\/h3><p class=\"elementor-image-box-description\">Machine Learning -ohjelmistosuunnittelijamme luovat yhteisty\u00f6ss\u00e4 datatieteilij\u00f6iden kanssa reaaliaikaisia data-analytiikkaratkaisuja, jotka auttavat yrityksi\u00e4 hallitsemaan tietoja tehokkaasti, ennustamaan myynti\u00e4, visualisoimaan tietoja ja luomaan henkil\u00f6kohtaisia kojetauluja. Auttaaksemme sinua tekem\u00e4\u00e4n dataan perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4 optimoimme data-analytiikkaratkaisumme tarjotaksemme lopullisia malleja ja arvokkaita oivalluksia.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a47b8a2 elementor-widget elementor-widget-text-editor\" data-id=\"a47b8a2\" data-element_type=\"widget\" data-e-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<h2 style=\"line-height: 1.2em; color: #000000; font-size: 34px;\" data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\">Muut merkitt\u00e4v\u00e4t koneoppimisen kehityspalvelut<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5beaff3 elementor-widget elementor-widget-text-editor\" data-id=\"5beaff3\" data-element_type=\"widget\" data-e-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<p><span style=\"color: #000000; font-size: 17px;\">Jotta voimme nauttia teknologian uudesta kynnyksest\u00e4, tarjoamme ainutlaatuisia ja r\u00e4\u00e4t\u00e4l\u00f6ityj\u00e4 koneoppimisen kehityspalveluita, jotka integroituvat olemassa olevaan IT-infrastruktuuriisi. Alan johtavien kykyjemme ja laajan tietopohjamme ansiosta pystymme hoitamaan mink\u00e4 tahansa ML-kehitysprojektin.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a93505a elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a93505a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1b76787\" data-id=\"1b76787\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1805e5f elementor-widget elementor-widget-image\" data-id=\"1805e5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"525\" height=\"350\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/A-list-of-other-notable-machine-learning-development-services.png\" class=\"attachment-large size-large wp-image-34442\" alt=\"koneoppimisen kehityspalvelut\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/A-list-of-other-notable-machine-learning-development-services.png 525w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/A-list-of-other-notable-machine-learning-development-services-300x200.png 300w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d3a086a\" data-id=\"d3a086a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc464be elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"fc464be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p>\u00a0<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tietojen analysointi ja poimiminen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Puettavien ML-sovellusten kehitt\u00e4minen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kaivostiedot<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ratkaisuja markkinoinnin automatisointiin<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tiedon mallinnus<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Koneoppimisen konsultointi<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyyttiset ty\u00f6kalut, jotka oppivat itse<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ML-verkkosovellusten kehitt\u00e4minen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tuoteehdotuksia<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tiedusteluprosessien automatisointi<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kuvien ja kuvioiden tunnistaminen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Koneoppiminen kognitiivisilla ominaisuuksilla<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c4\u00e4nen ja puheen tunnistus<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Poikkeavuuksien havaitseminen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Suosittelevat moottorit<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analysoi tunteita<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tekstin j\u00e4sent\u00e4minen<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analysoi streameja reaaliajassa<\/span><\/li><\/ul>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-13cc4ef elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"13cc4ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Industries We Cater on johtava ML-kehitysyhti\u00f6 <br><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-081f4da elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"081f4da\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p>Carmatec tarjoaa koneoppimispalveluita maailmanlaajuisesti kaikenkokoisille ja -tyypeille toimialoille. Tarjoamme turvallisia, skaalautuvia ja kest\u00e4vi\u00e4 ML-ratkaisuja yrityksesi tarpeisiin, ja niiden tukena on joukko lahjakkaita insin\u00f6\u00f6rej\u00e4. Palvelualamme l\u00f6yd\u00e4t alta.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-72e3856 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72e3856\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-57374b9\" data-id=\"57374b9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18094d2 elementor-widget elementor-widget-image\" data-id=\"18094d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/medical.jpg\" class=\"attachment-large size-large wp-image-34529\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-957baa4 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"957baa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/terveydenhuollon-ohjelmistojen-kehityspalvelut\/\" target=\"_blank\" rel=\"noopener\">Terveydenhuolto<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-adb11fb\" data-id=\"adb11fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-28aee76 elementor-widget elementor-widget-image\" data-id=\"28aee76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/education.jpg\" class=\"attachment-large size-large wp-image-34532\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-161c892 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"161c892\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/koulutusohjelmistojen-kehittaminen\/\" target=\"_blank\" rel=\"noopener\">koulutus<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-8c5a258\" data-id=\"8c5a258\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6321232 elementor-widget elementor-widget-image\" data-id=\"6321232\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/business.jpg\" class=\"attachment-large size-large wp-image-34531\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-035f33d elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"035f33d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/raataloity-tietoliikenneohjelmistojen-kehittaminen\/\" target=\"_blank\" rel=\"noopener\">Telecom<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-d5f6a1f\" data-id=\"d5f6a1f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-060c49f elementor-widget elementor-widget-image\" data-id=\"060c49f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/finance.jpg\" class=\"attachment-large size-large wp-image-34534\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9be641 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"d9be641\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/fintech-ohjelmistokehitys\/\" target=\"_blank\" rel=\"noopener\">FinTech<\/a><\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-eb71bb7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb71bb7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-1b0028f\" data-id=\"1b0028f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b1d1e28 elementor-widget elementor-widget-image\" data-id=\"b1d1e28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/travel.jpg\" class=\"attachment-large size-large wp-image-34545\" alt=\"matkustaa\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24031f1 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"24031f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/hotelli-ja-matkailuohjelmistojen-kehittaminen\/\" target=\"_blank\" rel=\"noopener\">Matkailu ja vieraanvaraisuus<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-80fe022\" data-id=\"80fe022\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a625a00 elementor-widget elementor-widget-image\" data-id=\"a625a00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/logistics.jpg\" class=\"attachment-large size-large wp-image-34538\" alt=\"logistiikka\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f86845b elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"f86845b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/huippuluokan-logistiikka-ja-toimitusketjuratkaisut\/\" target=\"_blank\" rel=\"noopener\">Logistinen<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-8da471a\" data-id=\"8da471a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1393b8c elementor-widget elementor-widget-image\" data-id=\"1393b8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/shopping.jpg\" class=\"attachment-large size-large wp-image-34542\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2befa16 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"2befa16\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/vahittaiskaupan-ohjelmistokehitysyritys\/\" target=\"_blank\" rel=\"noopener\">J\u00e4lleenmyynti<\/a><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-1fb3444\" data-id=\"1fb3444\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2001322 elementor-widget elementor-widget-image\" data-id=\"2001322\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"260\" height=\"173\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/entertainment.jpg\" class=\"attachment-large size-large wp-image-34533\" alt=\"viihde\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78b7ae8 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"78b7ae8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p><a href=\"https:\/\/www.carmatec.com\/fi\/media-ja-viihdeohjelmistojen-kehittaminen\/\" target=\"_blank\" rel=\"noopener\">Viihde<\/a><\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-edee720 elementor-widget elementor-widget-text-editor\" data-id=\"edee720\" data-element_type=\"widget\" data-e-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<h2><strong>Mik\u00e4 tekee Carmatecista parhaan vaihtoehdon koneoppimisen kehitt\u00e4miseen?<\/strong><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50d0a6c elementor-widget elementor-widget-text-editor\" data-id=\"50d0a6c\" data-element_type=\"widget\" data-e-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<p>Huippuluokan konekehitysyrityksen\u00e4 p\u00e4\u00e4painomme on toteuttaa koneoppimisratkaisuja strategisesti yrityksellesi. Tarjoamme 360 asteen vaatimusanalyysin arvioidaksemme projektien vaatimuksia ja kehitt\u00e4\u00e4ksemme koneoppimisratkaisuja, jotka t\u00e4ytt\u00e4v\u00e4t n\u00e4m\u00e4 vaatimukset<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-544fec8 elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"544fec8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-976f743\" data-id=\"976f743\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ad1cf3 elementor-widget elementor-widget-image\" data-id=\"5ad1cf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"525\" height=\"535\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/What-makes-Carmatec-the-best-choice-for-machine-learning-solutions.png\" class=\"attachment-large size-large wp-image-34443\" alt=\"koneoppimisratkaisut\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/What-makes-Carmatec-the-best-choice-for-machine-learning-solutions.png 525w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2023\/01\/What-makes-Carmatec-the-best-choice-for-machine-learning-solutions-294x300.png 294w\" sizes=\"(max-width: 525px) 100vw, 525px\" \/>\t\t\t\t\t\t\t\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6ea0b94\" data-id=\"6ea0b94\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ed7985 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"4ed7985\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" 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<p>ML-ohjelmistokehityspalveluihimme kuuluvat ideointi, strategia, kehitys ja lanseeraus sek\u00e4 k\u00e4ytt\u00f6\u00f6noton j\u00e4lkeinen tuki<\/p><p><span style=\"font-weight: 400;\">Olemme suurten teknologiatoimittajien, kuten Microsoftin, Salesforcen, UIPathin, Monday.comin ja Omnin, sertifioituja kumppaneita: us<\/span><\/p><p><span style=\"font-weight: 400;\">Kokenut ML-kehitt\u00e4jien tiimi ja koneoppimispalvelujen osaamiskeskus<\/span><\/p><p><span style=\"font-weight: 400;\">Tarjoamme todistettuja verkkosovelluskehityspalveluita k\u00e4ytt\u00e4m\u00e4ll\u00e4 omaa RAPADIT-kehyst\u00e4 (Rapid Application Development with Time-Tested Frameworks).<\/span><\/p><p><span style=\"font-weight: 400;\">Uusien teknologioiden strateginen integrointi, mukaan lukien pilvilaskenta, dataanalytiikka, teko\u00e4ly, koneoppiminen, lohkoketju ja paljon muuta.<\/span><\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d974625 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d974625\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-13701b35\" data-id=\"13701b35\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-361c1aae elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"361c1aae\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">KESKUSTELULLAAN PROJEKTIVAATIMUKSESI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf26976 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"bf26976\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" 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<p><span style=\"font-weight: 400;\">Ota yhteytt\u00e4 ja jaa erityistarpeesi ja liiketoimintahaasteet nyt <br \/>tilauksesta <\/span><span style=\"font-weight: 400;\">Media ja viihde s<\/span><span style=\"font-weight: 400;\">ohjelmistokehitys.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59259265 elementor-align-center elementor-mobile-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"59259265\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.carmatec.com\/fi\/ota-meihin-yhteytta\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Varaa ILMAINEN konsultaatio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e657613 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e657613\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-466986e\" data-id=\"466986e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8046360 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"8046360\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba6423e elementor-widget elementor-widget-accordion\" data-id=\"ba6423e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1951\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1951\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Mik\u00e4 on koneoppimiskehityksen ulkoistaminen yritykselle?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1951\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1951\"><p><span style=\"font-weight: 400;\">Yksi koneoppimisalan pk-yrityksist\u00e4mme ottaa sinuun yhteytt\u00e4 vaatimuksiasi ja projektin laajuuden arvioimiseksi. Voit valita useista sitouttamismalleista, kun tarjoamme sinulle projektiehdotuksemme. Heti kun sopimus on allekirjoitettu, aloitamme ty\u00f6t.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1952\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1952\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Tarvitsenko koneoppimiskonsultointia ennen projektin aloittamista?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1952\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1952\"><p><span style=\"font-weight: 400;\">Koneoppimisen konsulttiyritykset auttavat yrityksi\u00e4 ymm\u00e4rt\u00e4m\u00e4\u00e4n t\u00e4m\u00e4n kognitiivisen teknologian k\u00e4yt\u00f6n edut ja kuinka ML sopii heid\u00e4n toimintaansa. Sen lis\u00e4ksi, ett\u00e4 se antaa selke\u00e4n kuvan siit\u00e4, kuinka koneoppiminen auttaa yrityksi\u00e4 kasvamaan, se auttaa my\u00f6s asettamaan odotuksia prosessin lopputuloksesta.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1953\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1953\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Miten tuotoksen laatua voidaan parantaa tarkkuuden ottamalla k\u00e4ytt\u00f6\u00f6n ML-ratkaisuja?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1953\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1953\"><p><span style=\"font-weight: 400;\">Tarkan tuloksen sijasta luotiin todenn\u00e4k\u00f6isyys johonkin. Joukkueen mahdollisuuksia voittaa turnaus on vaikea ennustaa. Malli voi kuitenkin ennustaa, ett\u00e4 sill\u00e4 ja niin on 95% mahdollisuus voittaa menneiden tietojen ja muiden kontekstuaalisten tietojen perusteella.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1817f1c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1817f1c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5907495\" data-id=\"5907495\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f453cb6 elementor-widget elementor-widget-heading\" data-id=\"f453cb6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Blogiviestit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2606b11 elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"2606b11\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;3&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-45959 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-machine-learning\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/machine-learning-vs-neural-networks-key-differences-and-future-trends\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends.png\" class=\"attachment-full size-full wp-image-45986\" alt=\"Koneoppiminen vs. neuroverkot\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends.png 1200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends-300x157.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends-1024x536.png 1024w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends-768x402.png 768w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends-18x9.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2025\/04\/Machine-Learning-vs.-Neural-Networks-Key-Differences-and-Future-Trends-400x209.png 400w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/machine-learning-vs-neural-networks-key-differences-and-future-trends\/\" >\n\t\t\t\tKoneoppiminen vs. neuroverkot: Keskeiset erot ja tulevaisuuden suuntaukset\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-43546 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence category-blog category-machine-learning\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/ennakoiva-analytiikka-terveydenhuollon-kayttotapaukset-esimerkkeja\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples.png\" class=\"attachment-full size-full wp-image-43551\" alt=\"Ennustava analytiikka terveydenhuollossa K\u00e4ytt\u00f6tapauksia ja esimerkkej\u00e4\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples.png 1200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples-300x157.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples-1024x536.png 1024w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples-768x402.png 768w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples-18x9.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/10\/Predictive-Analytics-in-Healthcare-Use-Cases-Examples-400x209.png 400w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/ennakoiva-analytiikka-terveydenhuollon-kayttotapaukset-esimerkkeja\/\" >\n\t\t\t\tEnnustava analytiikka terveydenhuollossa: K\u00e4ytt\u00f6tapaukset ja esimerkit\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-43340 post type-post status-publish format-standard has-post-thumbnail hentry category-blog category-machine-learning\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/koneoppimisen-ja-syvaoppimisen-ero\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning.png\" class=\"attachment-full size-full wp-image-43381\" alt=\"Koneoppiminen ja syv\u00e4oppiminen\" srcset=\"https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning.png 1200w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning-300x157.png 300w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning-1024x536.png 1024w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning-768x402.png 768w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning-18x9.png 18w, https:\/\/www.carmatec.com\/wp-content\/uploads\/2024\/09\/Machine-Learning-and-Deep-Learning-400x209.png 400w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/koneoppimisen-ja-syvaoppimisen-ero\/\" >\n\t\t\t\tKoneoppimisen ja syv\u00e4oppimisen ero: Kattava opas\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e49da46 elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"e49da46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.carmatec.com\/fi\/blogi-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Tutustu kaikkiin<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Machine Learning Development Company We build, train, and deploy machine learning models to improve 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