{"id":18,"date":"2023-02-19T17:59:57","date_gmt":"2023-02-19T16:59:57","guid":{"rendered":"http:\/\/senouci.net\/New\/?page_id=15"},"modified":"2026-03-09T13:21:21","modified_gmt":"2026-03-09T12:21:21","slug":"teaching","status":"publish","type":"page","link":"https:\/\/senouci.net\/index.php\/teaching\/","title":{"rendered":"Teaching"},"content":{"rendered":"\n<div class=\"wp-block-cover is-light\" style=\"min-height:224px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"417\" height=\"293\" class=\"wp-block-cover__image-background wp-image-29\" alt=\"\" src=\"https:\/\/senouci.net\/wp-content\/uploads\/2023\/02\/teach.png\" data-object-fit=\"cover\" srcset=\"https:\/\/senouci.net\/wp-content\/uploads\/2023\/02\/teach.png 417w, https:\/\/senouci.net\/wp-content\/uploads\/2023\/02\/teach-300x211.png 300w\" sizes=\"auto, (max-width: 417px) 100vw, 417px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><strong>Teaching materials<\/strong><\/mark><\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">I.A. et Apprentissage automatique (ISAT, 5A &#8211; VAC)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Listes des cours :&nbsp;<\/li>\n\n\n\n<li><strong>Travaux pratiques :<\/strong>&nbsp;<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">Real time programming (Informatique temps r\u00e9el, ISAT, 4A &#8211; VAC)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Listes des cours :&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM1<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM2<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM3.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM3<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM4.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM4<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM5_POSIX.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM5 (POSIX)<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM6.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM6<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM7.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM7<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/ITR-Senouci_CM8.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM8<\/a><\/li>\n\n\n\n<li><strong>Travaux pratiques :<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Quelques m\u00e9mos sur le langage C (<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/Doc\" target=\"_blank\" rel=\"noreferrer noopener\">lien<\/a>,&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/CM-E-S-Cabret.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Cours Cabret (E\/S)<\/a>)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Projets :<\/strong> Liste des groupes\/projet et chronologie de passage sur ce lien <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/ITR\/Ordre2passage.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">ordre de passage<\/a>\n<ul class=\"wp-block-list\">\n<li><strong>Date&nbsp; :<\/strong>&nbsp;<strong>Mardi<\/strong> <strong>21 avril 2026<\/strong> \u00e0 partir de 9h00<\/li>\n\n\n\n<li><strong>Consignes rapport\/Pr\u00e9sentation:<\/strong> Rapport de <strong>2 pages max<\/strong> + une pr\u00e9sentation de <strong>10 minutes<\/strong> avec 5 minutes de Q\/R \u00e0 rendre <strong>au plus tard 17 avril<\/strong>. A utiliser ce mod\u00e8le&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/Report-Template.doc\" target=\"_blank\" rel=\"noreferrer noopener\">Word Template<\/a>&nbsp;pour le rapport et envoi par email \u00e0&nbsp;<a>Sidi-Mohammed.Senouci@ube.fr<\/a> au format PDF.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">C programming (Programmation C, ISAT ESA, 3A)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Liste des cours :&nbsp;<\/strong><a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/3A\/ProgC\/ProgC_Senouci_3A_CM.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM<\/a>,<\/li>\n\n\n\n<li><strong>Travaux pratiques :<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li> Quelques m\u00e9mos sur le langage C (<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/Doc\">lien<\/a>)<\/li>\n\n\n\n<li><strong>Code::Blocks<\/strong>, environnement de d\u00e9veloppement en Langage C complet, gratuit et portable. Disponible sur le site Web suivant :&nbsp;<a href=\"http:\/\/www.codeblocks.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.codeblocks.org<\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">Vehicular networks (ISAT, 5A ESA, MAESM M2)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lectures : <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/V2X\/V2X_Senouci_Part1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part 1<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/V2X\/V2X_Senouci_Part2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part 2<\/a><\/li>\n\n\n\n<li>Laboratory work (TP):&nbsp; <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/V2X\/V2X_TP1_FR.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">TP1<\/a>\n\n\n\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li>Projects :&nbsp;List of groups\/projects and timeline on this link : <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/V2X\/Ordre2passage.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">timeline<\/a><\/li>\n\n\n\n<li>Dates : <strong>December 4th<\/strong> @13:00 and <strong>December 5th<\/strong> @09:00.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Presentation of 9-10 minutes and 3 minutes for questions (French OR English)<\/li>\n\n\n\n<li>Report in ENGLISH of&nbsp;<strong>2 pages<\/strong> max using this&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/5A\/V2X\/Report-Template.doc\" target=\"_blank\" rel=\"noreferrer noopener\">Word Template<\/a>. To be sent by email to&nbsp;<a>Sidi-Mohammed.Senouci@ube.fr<\/a>&nbsp;(PDF format) <strong>2 days before the presentation.<\/strong>&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">Autonomous vehicles, ADAS and Vision\/AI for Transport &#8211;  (ISAT, MAESM M2)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lectures (AI and Machine Learning) : <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/AESM\/ML\/ML-Part1-EN.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part 1<\/a>, &nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/AESM\/ML\/ML-Part2-EN.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part 2<\/a>, &nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/AESM\/ML\/ML-Part3-EN.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part 3<\/a><\/li>\n\n\n\n<li>Laboratory work (TP):&nbsp;\n\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-blue-color\">Algorithmique (ISAT, 3A ESA \/ IRT)<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cours :&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/3A\/Algo.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CM<\/a><\/li>\n\n\n\n<li>Travaux pratiques : <\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-blue-color has-text-color has-link-color wp-elements-f473f584ce59f2339e049c159d3ff226\"><strong>M\u00e9thodes d&#8217;optimisation et d&#8217;aide \u00e0 la d\u00e9cision (ISAT, 4A, ESA)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cours :\u00a0<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/OAD\/Optim-Senouci_CM1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Partie 1<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/4A\/OAD\/Optim-Senouci_CM2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Partie 2<\/a>,<\/li>\n\n\n\n<li>Travaux pratiques :<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-blue-color has-text-color has-link-color wp-elements-78d19b17a507d15c4415b16c6740f860\"><strong>M\u00e9thReal-Time&nbsp;Systems&nbsp;(RTS) &#8211; (Polytech&#8217;Orl\u00e9ans, M1)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lectures :&nbsp;<a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/AESM\/MAESM_Senouci_CM1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part1<\/a>, <a href=\"http:\/\/www.senouci.net\/download\/Teaching\/ISAT\/AESM\/MAESM_Senouci_CM2.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Part2<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>I.A. et Apprentissage automatique (ISAT, 5A &#8211; VAC) Real time programming (Informatique temps r\u00e9el, ISAT, 4A &#8211; VAC) C programming (Programmation C, ISAT ESA, 3A) Vehicular networks (ISAT, 5A ESA, MAESM M2) Autonomous vehicles, ADAS and Vision\/AI for Transport &#8211; (ISAT, MAESM M2) Algorithmique (ISAT, 3A ESA \/ IRT) M\u00e9thodes d&#8217;optimisation et d&#8217;aide \u00e0 la [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":89,"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":285,"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/pages\/18\/revisions\/285"}],"wp:attachment":[{"href":"https:\/\/senouci.net\/index.php\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}