{"id":4611,"date":"2024-07-04T15:33:46","date_gmt":"2024-07-04T13:33:46","guid":{"rendered":"https:\/\/www.commandstrategy.com\/machine-learning\/"},"modified":"2025-06-11T09:37:00","modified_gmt":"2025-06-11T07:37:00","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/www.commandstrategy.com\/en\/our-expertise\/it-data-consulting\/machine-learning\/","title":{"rendered":"MACHINE LEARNING"},"content":{"rendered":"<div class=\"wpb-content-wrapper\">[vc_row bg_gradient_direction=&#8221;0&#8243; thb_divider_position=&#8221;bottom&#8221; css=&#8221;.vc_custom_1731078650272{background: #000000 url(https:\/\/www.commandstrategy.com\/wp-content\/uploads\/2024\/10\/AdobeStock_635810372-1-scaled.jpeg?id=1907) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_class=&#8221;section&#8221; bg_gradient1=&#8221;rgba(0,0,0,0)&#8221; bg_gradient2=&#8221;rgba(0,0,0,0.31)&#8221;][vc_column css=&#8221;.vc_custom_1715414179936{padding-top: 6% !important;padding-bottom: 1% !important;}&#8221;][vc_row_inner][vc_column_inner][vc_column_text el_class=&#8221;light&#8221; css=&#8221;.vc_custom_1715061755687{padding-top: 60px !important;padding-bottom: 70px !important;background-color: #404c58 !important;}&#8221;]\n<h1 class=\"veryfat\" style=\"text-align: center;\">IT &amp; Data Consulting<\/h1>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row thb_divider_position=&#8221;bottom&#8221; css=&#8221;.vc_custom_1713854696108{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column css=&#8221;.vc_custom_1715414188059{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_row_inner content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1713854663614{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_inner][vc_column_text]\n<h2 class=\"fat\" style=\"text-align: center;\"><span style=\"color: #b56139;\">Machine Learning<\/span><\/h2>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row thb_row_padding=&#8221;true&#8221; thb_divider_position=&#8221;bottom&#8221; css=&#8221;.vc_custom_1720001381186{margin-top: -50px !important;margin-bottom: 80px !important;border-bottom-width: 0px !important;padding-bottom: 0px !important;background-color: #ffffff !important;}&#8221;][vc_column css=&#8221;.vc_custom_1720001032014{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-top: 5% !important;padding-bottom: 5% !important;background: #ffffff url(https:\/\/www.commandstrategy.com\/wp-content\/uploads\/2024\/04\/fond-2-scaled.jpg?id=585) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][vc_row_inner content_placement=&#8221;middle&#8221; css=&#8221;.vc_custom_1713854663614{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_inner width=&#8221;1\/3&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;2\/3&#8243;][vc_column_text css=&#8221;.vc_custom_1722493639209{padding-top: 8% !important;padding-right: 8% !important;padding-bottom: 8% !important;padding-left: 8% !important;background-color: #ffffff !important;}&#8221; el_class=&#8221;medium nopaddingwrapper&#8221;]\n<p style=\"text-align: justify;\">Data abounds on all sides, and is one of the most important levers in today&#8217;s business management. However, it is essential to have high-performance tools and a robust information system to make the most of it. <\/p>\n<p style=\"text-align: justify;\">Command Strategy offers its customers comprehensive support in managing data-related challenges and issues, putting AI at the service of their business performance. Thanks to collaborations with trusted partners, we are able to deliver ingenious, tailored solutions to our customers. What&#8217;s more, our AI training programs are accessible to all those curious about data, be they decision-makers, developers or business specialists.  <\/p>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row content_placement=&#8221;middle&#8221; thb_divider_position=&#8221;bottom&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text]\n<h2 style=\"text-align: center;\">Your challenges<\/h2>\n[\/vc_column_text][vc_column_text]It&#8217;s from our customers, through our various completed and ongoing missions, that we&#8217;ve gained a very precise idea of the issues surrounding the AI theme[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner el_class=&#8221;tiretbleu&#8221; width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1722496617903{margin-bottom: 25px !important;background-color: #dddcd7 !important;}&#8221;][vc_column_text css=&#8221;.vc_custom_1722496631454{padding-top: 25px !important;}&#8221;]\n<p style=\"text-align: justify;\"><strong><span style=\"color: #b56139;\">Deep Learning:  <\/span><\/strong><\/p>\n<ul>\n<li>Image recognition,<\/li>\n<li>Sentiment analysis,<\/li>\n<li>NLP.<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner el_class=&#8221;tiretbleu&#8221; width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1722496622404{margin-bottom: 25px !important;background-color: #dddcd7 !important;}&#8221;][vc_column_text css=&#8221;.vc_custom_1722496627517{padding-top: 25px !important;}&#8221;]<span style=\"color: #b56139;\"><strong>Machine Learning  <\/strong><\/span><\/p>\n<ul>\n<li>Classification,<\/li>\n<li>Clustering,<\/li>\n<li>Regression.<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row content_placement=&#8221;middle&#8221; thb_divider_position=&#8221;bottom&#8221;][vc_column][vc_row_inner][vc_column_inner][vc_column_text]\n<h2 style=\"text-align: center;\">Scope and perimeter of intervention<\/h2>\n[\/vc_column_text][vc_column_text]Our team of experts, with a wealth of successful experience with our customers, is capable of taking on assignments across the entire value chain.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_tta_accordion shape=&#8221;square&#8221; c_position=&#8221;right&#8221; active_section=&#8221;nan&#8221; collapsible_all=&#8221;true&#8221; el_class=&#8221;accogris&#8221;][vc_tta_section title=&#8221;Business&#8221; tab_id=&#8221;1720098021618-57e36b36-ef57&#8243;][vc_column_text]\n<ul>\n<li>Selecting hyperparameters<\/li>\n<li>Feature Engineering<\/li>\n<li>Analyzing and consolidating insights<\/li>\n<li>R&amp;D around application cases<\/li>\n<li>Expertise in strategic data analysis choices<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;IT&#8221; tab_id=&#8221;1720098021626-029ad5e2-bac8&#8243;][vc_column_text]\n<ul>\n<li>Text mining<\/li>\n<li>Deep Learning (Neural Network)<\/li>\n<li>Machine Learning (Gboost, Random Forest, SVM, Neural Network)\n<ul>\n<li>Classification \/ Regression<\/li>\n<li>Multi-class \/ Bi-class<\/li>\n<li>Supervised mode \/ Unsupervised mode<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Project&#8221; tab_id=&#8221;1720098192145-5d9cf3b7-6a8c&#8221;][vc_column_text]\n<ul>\n<li>Project management<\/li>\n<li>Database architecture<\/li>\n<li>Support and training<\/li>\n<li>Machine Learning Methodology &#8220;Made in CSA<\/li>\n<\/ul>\n[\/vc_column_text][\/vc_tta_section][\/vc_tta_accordion][\/vc_column][\/vc_row]\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row bg_gradient_direction=&#8221;0&#8243; 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