{"id":777,"date":"2020-09-06T17:37:12","date_gmt":"2020-09-06T15:37:12","guid":{"rendered":"https:\/\/impreza28.us-themes.com\/?p=777"},"modified":"2023-02-13T11:23:12","modified_gmt":"2023-02-13T10:23:12","slug":"8-unique-things-you-should-collect-when-traveling","status":"publish","type":"post","link":"https:\/\/shinkai-dev.com\/m-dev\/8-unique-things-you-should-collect-when-traveling\/","title":{"rendered":"L\u2019intelligence artificielle, une opportunit\u00e9 pour la Tunisie"},"content":{"rendered":"

L\u2019intelligence artificielle, une opportunit\u00e9 pour la Tunisie<\/h2>\n

L\u2019intelligence artificielle est un domaine de l\u2019informatique qui s\u2019impr\u00e8gne de l\u2019intelligence humaine afin de cr\u00e9er des algorithmes capable d\u2019automatiser certaines t\u00e2ches du quotidien.<\/p>\n

\n

La cr\u00e9ation d\u2019une intelligence artificielle serait le plus grand \u00e9v\u00e9nement de l\u2019histoire de l\u2019humanit\u00e9.
\n\u2013 Stephen Hawking<\/p>\n<\/blockquote>\n

Une \u00e9volution continue<\/h2>\n

Cette branche de l\u2019informatique n\u2019a cess\u00e9 de se d\u00e9velopper durant ces derni\u00e8res ann\u00e9es, on a vu l\u2019apparition de plusieurs travaux qui ont r\u00e9volutionn\u00e9 le monde du travail. On pense bien \u00e9videmment au syst\u00e8me automatique de gestion de portefeuille d\u2019actions en finance, aux algorithmes d\u2019attribution de cr\u00e9dit dans les banques, \u00e0 la minimisation des erreurs en m\u00e9decine en analysant toutes les donn\u00e9es du patient ainsi qu\u2019une aide au diagnostic plus performante et au renforcement de l\u2019arm\u00e9e gr\u00e2ce \u00e0 des algorithmes de reconnaissance visuels et auditifs surpuissants<\/p>\n

Un march\u00e9 non mature<\/h2>\n

M\u00eame avec la r\u00e9alisation de toutes ces prouesses technologiques, le march\u00e9 de l\u2019IA n\u2019est pas encore un march\u00e9 mature. En effet, de nouvelles m\u00e9thodes d\u2019optimisation et d\u2019analyse ne cessent de se d\u00e9velopper ainsi que de nouveaux langages de programmation r\u00e9volutionnant \u00e0 chaque fois le domaine. C\u2019est un march\u00e9 qui demande une formation continue et qui est \u00e0 la recherche de gens passionn\u00e9s, autonomes, \u00e0 la veilles des nouvelles tendances et avides de connaissances.<\/p>\n<\/div><\/div>

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Conseils avant de se lancer dans l\u2019IA<\/h2>\n
\n

Avant de d\u00e9marrer un projet d\u2019IA, il est important de ma\u00eetriser\u00a0son jargon<\/a>, et avoir une connaissance non exhaustive sur les m\u00e9thodes d\u2019apprentissage les plus r\u00e9pondus :\u00a0apprentissage supervis\u00e9 et non-supervis\u00e9<\/a>,\u00a0apprentissage semi-supervis\u00e9<\/a>,\u00a0apprentissage par renforcement<\/a>\u2026<\/p>\n

De plus, il faut obligatoirement d\u00e9velopper une connaissance th\u00e9orique solide sur les algorithmes de machine et de deep learning du plus basique au plus complexe : r\u00e9gression (lin\u00e9aire et non lin\u00e9aire) , arbre de d\u00e9cision (decision tree), for\u00eat al\u00e9atoire (random forest), machine \u00e0 vecteur de support (SVM), le gradient boosting (xgboost, lightgbm, catboost), r\u00e9seau de neurones (neural network).<\/p>\n

Une opportunit\u00e9 pour la Tunisie: L\u2019industrie 4.0<\/h2>\n

La Tunisie regorge de plusieurs bon profils dans ce domaine. Les ing\u00e9nieurs tunisiens sont tr\u00e8s pris\u00e9s dans le monde du travail et sont connus pour leur technicit\u00e9. Malheureusement, par manque d\u2019investissement de la part de l\u2019\u00e9tat et des entreprises locales, ces derniers choisissent de quitter leur terre natale pour partir \u00e0 l\u2019\u00e9tranger dans le but de saisir de meilleures opportunit\u00e9s professionnelles.<\/p>\n<\/div>\n

Il est vrai que l\u2019IA n\u2019est pas toujours per\u00e7ue comme \u00e9tant un investissement indispensable pour toute personne physique ou morale. Ceci dit, elle est tout de m\u00eame consid\u00e9r\u00e9e comme une technologie capable d\u2019am\u00e9liorer le quotidien d\u2019une personne, diminuer les co\u00fbts d\u2019une entreprise, maximiser ses revenues, faciliter sa gestion, automatiser des processus r\u00e9p\u00e9titifs et aider toute personne \u00e0 prendre de meilleures d\u00e9cisions.<\/p>\n

L\u2019intelligence artificielle au service de l\u2019agriculture en Tunisie<\/h2>\n
\n

A titre d\u2019exemple, le domaine de l\u2019agriculture manque cruellement d\u2019innovation en Tunisie. L\u2019intelligence artificielle a montr\u00e9 son importance dans ce domaine gr\u00e2ce \u00e0\u00a0des outils<\/a>\u00a0qui permettent d\u2019analyser les informations m\u00e9t\u00e9orologiques en temps r\u00e9el,\u00a0 la qualit\u00e9 de la terre, l\u2019\u00e9tat des semences et des sols et les niveaux d\u2019irrigation dans le but d\u2019am\u00e9liorer les r\u00e9coltes et le rendement.<\/p>\n

De plus,\u00a0cette avanc\u00e9 technologique<\/a>\u00a0permet \u00e9galement aux agriculteurs de suivre en temps r\u00e9el l\u2019avanc\u00e9 des travaux dans leurs exploitations. En effet, depuis plusieurs ann\u00e9es, les agriculteurs europ\u00e9ens et am\u00e9ricains utilisent le\u00a0machine learning<\/em>\u00a0et le\u00a0deep learning<\/em>\u00a0pour analyser de mani\u00e8re pr\u00e9cise les donn\u00e9es r\u00e9colt\u00e9es gr\u00e2ce \u00e0 des capteurs et \u00e0 des cam\u00e9ras. Cela permet de mettre en place des algorithmes de reconnaissance faciale, d\u2019images, de forme.<\/p>\n

Gr\u00e2ce \u00e0 l\u2019IA<\/a>, il est \u00e9galement possible d\u2019analyser des images d\u2019arbres, de plantes dans le but de pr\u00e9dire une \u00e9ventuelle maladie, de d\u00e9terminer la quantit\u00e9 d\u2019eau dont une plante a besoin mais aussi de pr\u00e9dire l\u2019heure d\u2019arrosage. Tous ces cas d\u2019usages permettent d\u2019augmenter la rentabilit\u00e9 sur le long terme.<\/p>\n

Les domaines d\u2019application restent vastes et vari\u00e9s et ne cessent de se d\u00e9velopper, il est temps de franchir le pas avant qu\u2019il ne soit trop tard.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":2087,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[],"tags":[44],"class_list":["post-777","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-ia"],"acf":[],"yoast_head":"\nL\u2019intelligence artificielle, une opportunit\u00e9 pour la Tunisie - m-dev<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/shinkai-dev.com\/m-dev\/8-unique-things-you-should-collect-when-traveling\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u2019intelligence artificielle, une opportunit\u00e9 pour la Tunisie - 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