{"id":61767,"date":"2024-10-01T12:33:52","date_gmt":"2024-10-01T10:33:52","guid":{"rendered":"https:\/\/www.he-arc.ch\/?post_type=he-arc_training&#038;p=61767"},"modified":"2026-03-23T09:38:26","modified_gmt":"2026-03-23T08:38:26","slug":"applied-artificial-intelligence","status":"publish","type":"he-arc_training","link":"https:\/\/www.he-arc.ch\/en\/engineering\/continuing-education\/applied-artificial-intelligence\/","title":{"rendered":"Applied Artificial Intelligence"},"content":{"rendered":"<header class=\"hero-section\">\n  <div class=\"hero\">\n    <div class=\"hero-nav page-max\">\n      \n  <div class=\"breadcrumb hidden-print\">\n    <div class=\"breadcrumb-house\"><img decoding=\"async\" src=\"https:\/\/www.he-arc.ch\/wp-content\/themes\/he-arc\/static\/images\/icon-house.svg\" loading=\"lazy\" alt=\"\" height=\"12\"><\/div>\n    <a href=\"https:\/\/www.he-arc.ch\/en\/\" class=\"breadcrumb-link\">HE-Arc<\/a>\n    <div class=\"breadcrumb-bullet\"><\/div>\n\n          <a href=\"\/\/\" class=\"breadcrumb-link\"><\/a>\n      <div class=\"breadcrumb-bullet\"><\/div>\n    \n    \n    \n    \n    \n          \n      \n      <a href=\"https:\/\/www.he-arc.ch\/en\/engineering\/short-sessions-for-professionals\/accelerated-courses\/\" class=\"breadcrumb-link\">Accelerated Courses<\/a>\n      <div class=\"breadcrumb-bullet\"><\/div>\n    \n    <span class=\"breadcrumb-link is-active pointer-none\">Applied Artificial Intelligence<\/span>\n  <\/div>\n\n\n          <\/div>\n    <div class=\"hero-row page-max is-wide\">\n\n      \n            <div class=\"hero__image-wrapper hidden-print\">\n              <div class=\"image-frame\">\n                        <div class=\"hero-section__video landscape-video-wrapper is-loaded\" style=\"background-image: url(https:\/\/www.he-arc.ch\/wp-content\/uploads\/2024\/09\/he_arc_ingenierie_turbo_formation_intelligence_artificielle_applique-scaled.jpeg);\">\n                          <\/div>\n        <\/div>\n            <\/div>\n      \n      <div class=\"hero-content\">\n        <span class=\"hero__overline display-block\"><\/span>\n        <h1 class=\"hero__title\">Applied Artificial Intelligence<\/h1>\n              <\/div>\n    <\/div>\n  <\/div>\n<\/header>\n\n<div class=\"page-section\">\n  <div class=\"hero-section__inner page-max\">\n    <div class=\"page-section__content is-with-aside\">\n            <div class=\"rich-text is-large w-richtext\">\n        <p>This accelerated course offered by Swiss Engineering and the Arc\u00a0 School of Engineering allows you to quickly and effectively discover and put into practice the concepts of artificial intelligence, with a focus on its application in industry.<\/p>\n\n      <\/div>\n          <\/div>\n    <aside class=\"page-section__aside\">\n      <nav class=\"page-menu hidden-print is-shadowed--bold mt-1  w-list-unstyled\" aria-label=\"Raccourcis sur la page\">\n                    \n                        <a href=\"#inscription\" target=\"_blank\" class=\"btn-link  \">\n            <div class=\"btn-link__title\n                              is-goto\n              \">Apply now!<\/div>\n          <\/a>\n                              \n                        <a href=\"#contact\" target=\"_blank\" class=\"btn-link  border-none\">\n            <div class=\"btn-link__title\n                              is-goto\n              \">Contact<\/div>\n          <\/a>\n                    <\/nav>\n  <\/aside>\n  <\/div>\n<\/div>\n\n\n\n\n<section id_=\"page-section-block_28f950713f14987685284fc3e2cf463c\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Program<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text is-with-aside\">\n\n              \n\n<p>In a world where technological innovation is evolving at a rapid pace, artificial intelligence (AI) is emerging as an essential tool for optimizing, even transforming industrial processes and increasing the competitiveness of companies.<\/p>\n\n\n\n<p>With this in mind, Swiss Engineering and the Arc School of Engineering are offering this intensive and interactive training course that combines theory and practice for the effective implementation of artificial intelligence in industry.<\/p>\n\n\n      \n    <\/div>\n\n    <div class=\"page-section__aside w-100p\" id=\"sidebar_contact\">\n\n  \n      <div class=\" w-100p\">\n              <div id=\"download-links-block_28f950713f14987685284fc3e2cf463c\" class=\"\">\n  <div class=\"link-list\">\n\n    \n      <\/div>\n<\/div>\n          <\/div>\n\n  <\/div>\n\n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_478849b38ed8c2eb7c3261c3735eaee8\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Content<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<div class=\"accordion-wrapper mt-4 \">\n    <!--div class=\"page-max\">\n    <h2 class=\"section-subtitle is-large\"><\/h2>\n  <\/div-->\n  \n\n<div class=\"mb-2-5 \">\n    <div id=\"accordion-block_38d906dd0ebe11d1fcd754d4dc5f7b93\"\n      class=\" accordion-item collapsed is-shadowed \"\n      data-toggle=\"collapse\" data-target=\"#accordion-pane-block_38d906dd0ebe11d1fcd754d4dc5f7b93\">\n    <div class=\"accordion-item__heading\">\n      <h2 class=\"accordion-item__title  \">Morning<\/h2>\n    <\/div>\n    <span class=\"accordion-item__toggle hidden-print collapsed w-inline-block\">\n      <span class=\"plus-bar-1\"><\/span>\n      <span class=\"plus-bar-2\"><\/span>\n    <\/span>\n  <\/div>\n\n  <div id=\"accordion-pane-block_38d906dd0ebe11d1fcd754d4dc5f7b93\" class=\"accordion-pane show-print collapse \">\n    <div class=\"rich-text mt-2 w-richtext\">\n\n      \n\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table><thead><tr><th>Content<\/th><\/tr><\/thead><tbody><tr><td>Introduction to AI and Machine Learning (ML)<\/td><\/tr><tr><td>Exploration of fundamental concepts: supervised and unsupervised ML, classification and regression<\/td><\/tr><tr><td>Methods for evaluating an ML model (validation and metrics)<\/td><\/tr><tr><td>Presentation of a complete machine learning pipeline, including:<br>\u2022 Feature extraction<br>\u2022 Separation of data into training and test sets<br>\u2022 Model evaluation<\/td><\/tr><tr><td>Algorithm : decision trees and k-means<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"mb-2-5 \">\n    <div id=\"accordion-block_151a2c1f7f564a1a64e1aa134e57264d\"\n      class=\" accordion-item collapsed is-shadowed \"\n      data-toggle=\"collapse\" data-target=\"#accordion-pane-block_151a2c1f7f564a1a64e1aa134e57264d\">\n    <div class=\"accordion-item__heading\">\n      <h2 class=\"accordion-item__title  \">Afternoon<\/h2>\n    <\/div>\n    <span class=\"accordion-item__toggle hidden-print collapsed w-inline-block\">\n      <span class=\"plus-bar-1\"><\/span>\n      <span class=\"plus-bar-2\"><\/span>\n    <\/span>\n  <\/div>\n\n  <div id=\"accordion-pane-block_151a2c1f7f564a1a64e1aa134e57264d\" class=\"accordion-pane show-print collapse \">\n    <div class=\"rich-text mt-2 w-richtext\">\n\n      \n\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table><thead><tr><th>Content<\/th><\/tr><\/thead><tbody><tr><td>Presentation of concrete examples of AI applications in industry<\/td><\/tr><tr><td>Workshop with KNIME software (no coding required): data transformation exercises and application of ML algorithms<\/td><\/tr><tr><td>Presentation of concrete examples of AI applications in industry<\/td><\/tr><tr><td>Definition of the mini-project framework (project proposals or option to work with your own data)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"mb-2-5 \">\n    <div id=\"accordion-block_45e7a7cb89c25976b8cfa0ab4b4020dc\"\n      class=\" accordion-item collapsed is-shadowed \"\n      data-toggle=\"collapse\" data-target=\"#accordion-pane-block_45e7a7cb89c25976b8cfa0ab4b4020dc\">\n    <div class=\"accordion-item__heading\">\n      <h2 class=\"accordion-item__title  \">Mini-project<\/h2>\n    <\/div>\n    <span class=\"accordion-item__toggle hidden-print collapsed w-inline-block\">\n      <span class=\"plus-bar-1\"><\/span>\n      <span class=\"plus-bar-2\"><\/span>\n    <\/span>\n  <\/div>\n\n  <div id=\"accordion-pane-block_45e7a7cb89c25976b8cfa0ab4b4020dc\" class=\"accordion-pane show-print collapse \">\n    <div class=\"rich-text mt-2 w-richtext\">\n\n      \n\n<p>The mini-project consists of individual work over a period of four weeks, at a rate of four hours per week, with remote monitoring and supervision by a member of staff from the Arc School of Engineering. Participants will be able to choose topics related to issues facing their companies.<\/p>\n\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<\/div>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_49ec7413c060d0c99097b04d62a39972\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Skills<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<p>This training course aims to provide participants with a basic theoretical understanding, as well as practical skills to address the technical challenges of AI in an industrial environment.<\/p>\n\n\n\n<p>By the end of this training course, you will be able to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Understand the fundamental concepts of artificial intelligence<\/li>\n<\/ul>\n\n\n\n<p>Gain an understanding of the theoretical foundations of AI, including supervised and unsupervised learning. Interpret and assess the quality of a learning model and understand the mechanisms of an ML algorithm.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Explore the industrial applications of AI<\/li>\n<\/ul>\n\n\n\n<p>Discover how AI can be used to solve concrete industrial problems, such as optimizing production processes, predictive maintenance, automated quality control, and improving logistics and supply chains. We use concrete examples from our research projects while ensuring the confidentiality of customer data.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Put selected AI concepts into practice<\/li>\n<\/ul>\n\n\n\n<p>Implement artificial intelligence solutions through a mini-project, allowing participants to apply the concepts they have learned to real-world problems in their professional field.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><\/li>\n<\/ul>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_13e3ac6e648789a77c7fbdda42f93f9d\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Target Audience<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<p>This training course is primarily aimed at engineers from all fields, with no programming prerequisites. It may also be of interest to project managers or team leaders.<\/p>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_ce7b54316ee7f8f8b6db67214984c69e\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Degree Awarded<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<div class=\"title-issued is-contained mb-5\">\n  <span class=\"title-issued__name\">Arc University of Applied Sciences Certificate<\/span>\n  <\/div>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_deb177499e01c0bc8f6a8688c6301572\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Duration and Organization of Studies<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<h3 class=\"wp-block-heading\" id=\"block-52539be9-b29f-417c-b0c2-67c5480c235b\">Duration<\/h3>\n\n\n\n<p id=\"block-5b3e4fc5-feac-4ec4-ae33-c2978658b23e\">1 day in person (theory and practical exercises) from 9 AM to 5 PM and 4 hours per week for 4 weeks (mini-project)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"block-845d8dd9-5d67-4068-ad2d-8660308a22d5\">Location<\/h3>\n\n\n\n<p id=\"block-0ca095b8-d50a-4353-9717-ff941e597f77\">Campus Arc 2, Neuch\u00e2tel (theory and practical application) and distance learning (mini-project)<\/p>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_69143db63f71b4d2e03ac747cdfb7cef\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Admission<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n\n<h3 class=\"wp-block-heading\">Next opening<\/h3>\n\n\n\n<p>01 September 2026<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Registration deadline<\/h3>\n\n\n\n<p>17 August 2026<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Fee<\/h3>\n\n\n\n<p>1 200 CHF<\/p>\n\n\n\n<p>Please feel free to contact us to let us know you&#8217;re interested. We schedule new sessions based on demand. It&#8217;s also possible to schedule a private session for a group of at least six people.<\/p>\n\n\n      \n    <\/div>\n\n    \n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_b9c294490ad7a146116674b2aa168ea6\"\n         class=\" bg-white page-section\">\n\n  \n  <h2 class=\"section-title page-max \">Perspectives<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text is-with-aside\">\n\n              \n\n<p>This training course will strengthen your machine learning skills, enabling you to use key tools to start AI projects that address industrial issues.<\/p>\n\n\n      \n    <\/div>\n\n    <div class=\"page-section__aside w-100p\" id=\"sidebar_contact\">\n\n  \n      <div class=\" w-100p\">\n              <div id=\"download-links-block_b9c294490ad7a146116674b2aa168ea6\" class=\"\">\n  <div class=\"link-list\">\n\n    \n      <\/div>\n<\/div>\n          <\/div>\n\n  <\/div>\n\n  <\/div>\n<\/section>\n\n\n<section id_=\"page-section-block_c5f51ff663b55598ce0c241ddcc43fec\"\n         class=\" bg-white page-section\">\n\n    <span id=\"inscription\" class=\"scrollto-offset\"><\/span>\n  \n  <h2 class=\"section-title page-max \">Apply now!<\/h2>\n  <div class=\"page-section__inner page-max\">\n\n    <div class=\"page-section__content rich-text \">\n\n              \n<script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of 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