{"id":6903,"date":"2023-03-29T09:10:33","date_gmt":"2023-03-29T09:10:33","guid":{"rendered":"https:\/\/www.atrotech.gr\/?page_id=6903"},"modified":"2023-12-14T16:38:38","modified_gmt":"2023-12-14T16:38:38","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/www.atrotech.gr\/en\/services\/machine-learning\/","title":{"rendered":"Machine Learning"},"content":{"rendered":"<p>[vc_row full_width=&#8221;fullwidth&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;&#8221; techland_sm_align_items=&#8221;&#8221;][vc_column]<div id=\"hero\" class=\"hero breadcrumb-sectiontext-center vc_custom_1676968998300\" data-res-css=\"\"><div class=\"container\"><h1 class=\"hero__title\"><span>Machine Learning<\/span><\/h1><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;align-items-md-center&#8221; techland_sm_align_items=&#8221;&#8221; spacing_toggle=&#8221;yes&#8221; techland_prepadtop=&#8221;section&#8221; techland_prepadbot=&#8221;section&#8221; el_id=&#8221;features-1&#8243; css=&#8221;.vc_custom_1678696943611{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column offset=&#8221;vc_col-lg-6 vc_col-xs-12&#8243;]<div class=\"section-heading  section-heading--dark \"><h6 class=\"__subtitle\">OUR SERVICES<\/h6><h2 class=\"__title\">Machine Learning<span> Custom Software<\/span><\/h2><\/div><div class=\"spacer py-3\"><\/div>[vc_column_text el_class=&#8221;text-dark&#8221;]The rise of machine learning (ML) and its use in various <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/definition\/machine-learning-ML\">applications<\/a> allows businesses to significantly improve their operations. In addition, the use of ML contributes to the development of the business, the reduction of operating costs and the improvement of its services.<\/p>\n<p>To achieve the above, it is necessary to create a custom algorithm (predictive algorithm), which is trained with the data of each company. The algorithm works as an enterprise application and produces a forecast file. During this process, the factors (predictors) that play the most significant correlation in the variable examined by the company are identified (eg churn, up-selling, cross-selling, hardware failure etc.). This information helps those in charge, to make decisions easier and quicker, as well as to make more targeted moves.<\/p>\n<p>Prediction algorithms serve to:[\/vc_column_text][\/vc_column][vc_column techland_alignment=&#8221;text-center&#8221; techland_lg_alignment=&#8221;text-lg-right&#8221; css_animation=&#8221;none&#8221; offset=&#8221;vc_col-lg-6 vc_col-xs-12&#8243;]<div class=\"spacer py-4 d-lg-none\"><\/div><figure class=\"image-container js-tilt\" data-tilt-speed=\"600\" data-tilt-max=\"15\" data-tilt-perspective=\"700\"><img class=\"img-fluid\" width=\"496\" height=\"455\" src=\"https:\/\/www.atrotech.gr\/wp-content\/uploads\/2023\/02\/Group-5061.png\" \/><\/figure><div class=\"spacer py-4\"><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;&#8221; techland_sm_align_items=&#8221;&#8221; spacing_toggle=&#8221;yes&#8221; techland_prepadtop=&#8221;section&#8221; techland_prepadbot=&#8221;section&#8221; css=&#8221;.vc_custom_1678697039292{padding-top: 50px !important;}&#8221;][vc_column offset=&#8221;vc_col-lg-6 vc_col-xs-12&#8243;]<ul class=\"check-list my-6\"><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>the early identification of customers who are going to leave (churn) so that targeted marketing campaigns can be carried out<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>the early recognition of upcoming equipment failures<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>customer identification for upselling\/cross-selling<\/li><\/ul>[\/vc_column][vc_column techland_alignment=&#8221;text-center&#8221; techland_lg_alignment=&#8221;text-lg-right&#8221; css_animation=&#8221;none&#8221; offset=&#8221;vc_col-lg-6 vc_col-xs-12&#8243;]<ul class=\"check-list my-6\"><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>improving the customer experience<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>the understanding of the factors that significantly influence daily activities etc.<\/li><\/ul>[vc_column_text el_class=&#8221;text-dark&#8221;]As this algorithm is dynamic, we retrain it periodically with new business data. In this way we ensure the efficiency of the algorithm. The frequency of retraining is different for each case. The team with our <a href=\"https:\/\/www.atrotech.gr\/en\/about-us\/\">specialized engineers<\/a> fully undertakes this process.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;align-items-md-center&#8221; techland_sm_align_items=&#8221;&#8221; spacing_toggle=&#8221;yes&#8221; techland_prepadtop=&#8221;section&#8221; techland_prepadbot=&#8221;section&#8221; disable_element=&#8221;yes&#8221;][vc_column offset=&#8221;vc_col-lg-12 vc_col-xs-12&#8243;]<div class=\"section-heading  section-heading--dark \"><h6 class=\"__subtitle\">\u039f\u0399 \u03a5\u03a0\u0397\u03a1\u0395\u03a3\u0399\u0395\u03a3 \u039c\u0391\u03a3<\/h6><h2 class=\"__title\">Machine Learning<span> Custom Software<\/span><\/h2><\/div><div class=\"spacer py-3\"><\/div>[vc_column_text el_class=&#8221;text-dark&#8221;]\u0397 \u03ac\u03bd\u03bf\u03b4\u03bf\u03c2 \u03c4\u03bf\u03c5 machine learning (ML) \u03ba\u03b1\u03b9 \u03b7 \u03c7\u03c1\u03ae\u03c3\u03b7 \u03c4\u03bf\u03c5 \u03c3\u03b5 \u03b4\u03b9\u03ac\u03c6\u03bf\u03c1\u03b5\u03c2 \u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2, \u03b5\u03c0\u03b9\u03c4\u03c1\u03ad\u03c0\u03b5\u03b9 \u03c3\u03c4\u03b9\u03c2 \u03b5\u03c0\u03b9\u03c7\u03b5\u03b9\u03c1\u03ae\u03c3\u03b5\u03b9\u03c2 \u03bd\u03b1 \u03b2\u03b5\u03bb\u03c4\u03b9\u03ce\u03c3\u03bf\u03c5\u03bd \u03c3\u03b7\u03bc\u03b1\u03bd\u03c4\u03b9\u03ba\u03ac \u03c4\u03b7 \u03bb\u03b5\u03b9\u03c4\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u03c4\u03bf\u03c5\u03c2. \u0395\u03c0\u03b9\u03c0\u03c1\u03cc\u03c3\u03b8\u03b5\u03c4\u03b1 \u03b7 \u03c7\u03c1\u03ae\u03c3\u03b7 ML \u03c3\u03c5\u03bc\u03b2\u03ac\u03bb\u03bb\u03b5\u03b9 \u03c3\u03c4\u03b7\u03bd \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7 \u03c4\u03b7\u03c2 \u03b5\u03c0\u03b9\u03c7\u03b5\u03af\u03c1\u03b7\u03c3\u03b7\u03c2, \u03c4\u03b7 \u03bc\u03b5\u03af\u03c9\u03c3\u03b7 \u03c4\u03bf\u03c5 \u03bb\u03b5\u03b9\u03c4\u03bf\u03c5\u03c1\u03b3\u03b9\u03ba\u03bf\u03cd \u03ba\u03cc\u03c3\u03c4\u03bf\u03c5\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03b7 \u03b2\u03b5\u03bb\u03c4\u03af\u03c9\u03c3\u03b7 \u03c4\u03c9\u03bd \u03c5\u03c0\u03b7\u03c1\u03b5\u03c3\u03b9\u03ce\u03bd \u03c4\u03b7\u03c2.<\/p>\n<p>\u0393\u03b9\u03b1 \u03c4\u03b7\u03bd \u03b5\u03c0\u03af\u03c4\u03b5\u03c5\u03be\u03b7 \u03c4\u03c9\u03bd \u03c0\u03b1\u03c1\u03b1\u03c0\u03ac\u03bd\u03c9, \u03c7\u03c1\u03b5\u03b9\u03ac\u03b6\u03b5\u03c4\u03b1\u03b9 \u03bd\u03b1 \u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03b7\u03b8\u03b5\u03af \u03ad\u03bd\u03b1\u03c2 custom \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03c2 (predictive alogirthm), \u03bf \u03bf\u03c0\u03bf\u03af\u03bf\u03c2 \u03b5\u03ba\u03c0\u03b1\u03b9\u03b4\u03b5\u03cd\u03b5\u03c4\u03b1\u03b9 \u03bc\u03b5 \u03c4\u03b1 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03b1 \u03c4\u03b7\u03c2 \u03b5\u03ba\u03ac\u03c3\u03c4\u03bf\u03c4\u03b5 \u03b5\u03c0\u03b9\u03c7\u03b5\u03af\u03c1\u03b7\u03c3\u03b7\u03c2. \u039f \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03c2 \u03bb\u03b5\u03b9\u03c4\u03bf\u03c5\u03c1\u03b3\u03b5\u03af \u03c9\u03c2 \u03bc\u03b9\u03b1 \u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ae \u03c4\u03b7\u03c2 \u03b5\u03c0\u03b9\u03c7\u03b5\u03af\u03c1\u03b7\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c0\u03b1\u03c1\u03ac\u03b3\u03b5\u03b9 \u03ad\u03bd\u03b1 \u03b1\u03c1\u03c7\u03b5\u03af\u03bf \u03c0\u03c1\u03bf\u03b2\u03bb\u03ad\u03c8\u03b5\u03c9\u03bd. \u039a\u03b1\u03c4\u03ac \u03c4\u03b7 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1 \u03b1\u03c5\u03c4\u03ae \u03b1\u03bd\u03b1\u03b3\u03bd\u03c9\u03c1\u03af\u03b6\u03bf\u03bd\u03c4\u03b1\u03b9 \u03bf\u03b9 \u03c0\u03b1\u03c1\u03ac\u03b3\u03bf\u03bd\u03c4\u03b5\u03c2 (predictors) \u03c0\u03bf\u03c5 \u03c0\u03b1\u03af\u03b6\u03bf\u03c5\u03bd \u03c4\u03bf \u03bc\u03b5\u03b3\u03b1\u03bb\u03cd\u03c4\u03b5\u03c1\u03bf \u03c1\u03cc\u03bb\u03bf \u03c3\u03c4\u03bf \u03b5\u03bb\u03b5\u03b3\u03c7\u03cc\u03bc\u03b5\u03bd\u03bf \u03b1\u03c0\u03cc \u03c4\u03b7\u03bd \u03b5\u03c0\u03b9\u03c7\u03b5\u03af\u03c1\u03b7\u03c3\u03b7 \u03bc\u03ad\u03b3\u03b5\u03b8\u03bf\u03c2 (\u03c0.\u03c7. churn, up-selling, cross-selling, \u03ba.\u03bb\u03c0.). \u039f\u03b9 \u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03af\u03b5\u03c2 \u03b1\u03c5\u03c4\u03ad\u03c2 \u03b2\u03bf\u03b7\u03b8\u03bf\u03cd\u03bd \u03c4\u03bf\u03c5\u03c2 \u03b1\u03c1\u03bc\u03cc\u03b4\u03b9\u03bf\u03c5\u03c2 \u03bd\u03b1 \u03bb\u03ac\u03b2\u03bf\u03c5\u03bd \u03b5\u03cd\u03ba\u03bf\u03bb\u03b1 \u03ba\u03b1\u03b9 \u03b3\u03c1\u03ae\u03b3\u03bf\u03c1\u03b1 \u03b1\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03b9\u03c2, \u03ba\u03b1\u03b8\u03ce\u03c2 \u03ba\u03b1\u03b9 \u03bd\u03b1 \u03ba\u03ac\u03bd\u03bf\u03c5\u03bd \u03c3\u03c4\u03bf\u03c7\u03b5\u03c5\u03bc\u03ad\u03bd\u03b5\u03c2 \u03ba\u03b9\u03bd\u03ae\u03c3\u03b5\u03b9\u03c2.<\/p>\n<p>\u039f\u03b9 \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03c0\u03c1\u03cc\u03b2\u03bb\u03b5\u03c8\u03b7\u03c2 \u03c7\u03c1\u03b7\u03c3\u03b9\u03bc\u03b5\u03cd\u03bf\u03c5\u03bd \u03b3\u03b9\u03b1:[\/vc_column_text]<div class=\"spacer py-1\"><\/div><ul class=\"check-list my-6\"><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>\u03c4\u03b7\u03bd \u03ad\u03b3\u03ba\u03b1\u03b9\u03c1\u03b7 \u03b1\u03bd\u03b1\u03b3\u03bd\u03ce\u03c1\u03b9\u03c3\u03b7 \u03c0\u03b5\u03bb\u03b1\u03c4\u03ce\u03bd \u03c0\u03bf\u03c5 \u03c0\u03c1\u03cc\u03ba\u03b5\u03b9\u03c4\u03b1\u03b9 \u03bd\u03b1 \u03c6\u03cd\u03b3\u03bf\u03c5\u03bd (churn) \u03ce\u03c3\u03c4\u03b5 \u03bd\u03b1 \u03b3\u03af\u03bd\u03bf\u03c5\u03bd \u03c3\u03c4\u03bf\u03c7\u03b5\u03c5\u03bc\u03ad\u03bd\u03b5\u03c2 marketing \u03ba\u03b1\u03bc\u03c0\u03ac\u03bd\u03b9\u03b5\u03c2<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>\u03c4\u03b7\u03bd \u03ad\u03b3\u03ba\u03b1\u03b9\u03c1\u03b7 \u03b1\u03bd\u03b1\u03b3\u03bd\u03ce\u03c1\u03b9\u03c3\u03b7 \u03b5\u03c0\u03b5\u03c1\u03c7\u03cc\u03bc\u03b5\u03bd\u03c9\u03bd \u03b2\u03bb\u03b1\u03b2\u03ce\u03bd \u03b5\u03be\u03bf\u03c0\u03bb\u03b9\u03c3\u03bc\u03bf\u03cd<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>\u03c4\u03b7\u03bd \u03b1\u03bd\u03b1\u03b3\u03bd\u03ce\u03c1\u03b9\u03c3\u03b7 \u03c0\u03b5\u03bb\u03b1\u03c4\u03ce\u03bd \u03b3\u03b9\u03b1 upselling\/cross-selling<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>\u03c4\u03b7 \u03b2\u03b5\u03bb\u03c4\u03af\u03c9\u03c3\u03b7 \u03c4\u03b7\u03c2 \u03b5\u03bc\u03c0\u03b5\u03b9\u03c1\u03af\u03b1\u03c2 \u03c4\u03bf\u03c5 \u03c0\u03b5\u03bb\u03ac\u03c4\u03b7 (customer experience)<\/li><li><i class=\"ico-checked fontello-ok\" style=\"background-color:#f04d25;\"><\/i>\u03c4\u03b7\u03bd \u03ba\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7 \u03c4\u03c9\u03bd \u03c0\u03b1\u03c1\u03b1\u03b3\u03cc\u03bd\u03c4\u03c9\u03bd \u03c0\u03bf\u03c5 \u03b5\u03c0\u03b7\u03c1\u03b5\u03ac\u03b6\u03bf\u03c5\u03bd \u03c3\u03b7\u03bc\u03b1\u03bd\u03c4\u03b9\u03ba\u03ac \u03c4\u03b9\u03c2 \u03ba\u03b1\u03b8\u03b7\u03bc\u03b5\u03c1\u03b9\u03bd\u03ad\u03c2 \u03b4\u03c1\u03b1\u03c3\u03c4\u03b7\u03c1\u03b9\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 \u03ba.\u03b1.<\/li><\/ul>[vc_column_text el_class=&#8221;text-dark&#8221;]\u039f \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03c2 \u03b1\u03c5\u03c4\u03cc\u03c2 \u03b5\u03af\u03bd\u03b1\u03b9 \u03b4\u03c5\u03bd\u03b1\u03bc\u03b9\u03ba\u03cc\u03c2 \u03ba\u03b1\u03b9 \u03b5\u03ba\u03c0\u03b1\u03b9\u03b4\u03b5\u03cd\u03b5\u03c4\u03b1\u03b9 \u03b5\u03ba \u03bd\u03ad\u03bf\u03c5 \u03b1\u03bd\u03ac \u03c4\u03b1\u03ba\u03c4\u03ac \u03c7\u03c1\u03bf\u03bd\u03b9\u03ba\u03ac \u03b4\u03b9\u03b1\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1 \u03bc\u03b5 \u03c4\u03b1 \u03bd\u03ad\u03b1 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03b1 \u03c4\u03b7\u03c2 \u03b5\u03c0\u03b9\u03c7\u03b5\u03af\u03c1\u03b7\u03c3\u03b7\u03c2. \u039c\u03b5 \u03c4\u03bf\u03bd \u03c4\u03c1\u03cc\u03c0\u03bf \u03b1\u03c5\u03c4\u03cc\u03bd \u03b5\u03be\u03b1\u03c3\u03c6\u03b1\u03bb\u03af\u03b6\u03b5\u03c4\u03b1\u03b9 \u03b7 \u03b1\u03c0\u03bf\u03c4\u03b5\u03bb\u03b5\u03c3\u03bc\u03b1\u03c4\u03b9\u03ba\u03cc\u03c4\u03b7\u03c4\u03b1 \u03c4\u03bf\u03c5 \u03b1\u03bb\u03b3\u03bf\u03c1\u03af\u03b8\u03bc\u03bf\u03c5.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch&#8221; parallax=&#8221;scroll&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;&#8221; techland_sm_align_items=&#8221;&#8221; spacing_toggle=&#8221;yes&#8221; techland_prepadtop=&#8221;section&#8221; techland_parallax_speed=&#8221;0.3&#8243; techland_bg_pos=&#8221;custom&#8221; techland_custom_bg_pos=&#8221;50% 50%&#8221; css=&#8221;.vc_custom_1669756086992{background-color: #f5f5f9 !important;}&#8221;][vc_column]<div class=\"section-heading  section-heading--center section-heading--dark \"><h2 class=\"__title\">Contact<span> us<\/span><\/h2><div class=\"__description\">To discuss your needs and create the custom configuration that best fits your business.<\/div><\/div><div class=\"spacer py-4\"><\/div>[vc_row_inner content_md_placement=&#8221;justify-content-md-center&#8221; techland_align_items=&#8221;&#8221; techland_lg_align_items=&#8221;&#8221; techland_md_align_items=&#8221;&#8221; techland_sm_align_items=&#8221;&#8221; css=&#8221;.vc_custom_1558138868599{margin-bottom: -28px !important;}&#8221;][vc_column_inner offset=&#8221;vc_col-lg-6 vc_col-md-10 vc_col-xs-12&#8243;]<div role=\"form\" class=\"wpcf7\" id=\"wpcf7-f6894-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form 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