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Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.
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30 free minutes with a training advisor — no commitment.
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Don't let this gap widen
Sans maîtrise des interfaces IA interactives avec Gradio, vos modèles restent cloisonnés dans des notebooks, impossibles à tester ou à déployer en production.
Les développeurs perdent en moyenne 40% de leur temps sur des hacks UI manuels, générant des coûts d'erreurs jusqu'à 45 000 € par projet en retards et refontes.
75% des initiatives IA échouent faute d'interfaces intuitives, exposant l'entreprise à une perte de compétitivité et risquant votre poste face à des concurrents plus agiles.
Chaque trimestre sans cette expertise critique creuse un écart de 25% en productivité IA, menaçant directement le CA et votre carrière.
The Créer des Interfaces IA Interactives avec Gradio : Formation Complète training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.
The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.
To ensure the quality of the Créer des Interfaces IA Interactives avec Gradio : Formation Complète training, Learni provides the following teaching resources:
For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.
The assessment of skills acquired during the Créer des Interfaces IA Interactives avec Gradio : Formation Complète training is carried out through:
Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.
Learni training programs are available for inter-company and intra-company settings, both in-person and remote. Registration is possible up to 48 business hours before the start of training. Our programs are eligible for OPCO, Pôle emploi, and FNE-Formation funding. Contact us to discuss your training project and funding possibilities.
Présentation de Gradio, cas d’usages, installation de l’outil et de ses dépendances, création de premières interfaces simples pour des fonctions Python. Paramétrage des inputs et outputs (texte, image, audio). Premier partage local d’une application.
Utilisation de Gradio pour interagir avec des modèles de classification, régression, génération de texte et images (scikit-learn, PyTorch, TensorFlow). Mise en place d’interfaces interactives pour divers modèles. Introduction au mode ‘Live’ et gestion des files d’attente.
Personnalisation avancée (styles CSS, widgets, thèmes), sécurisation des interfaces, déploiement sur Hugging Face Spaces et plateformes cloud, gestion des accès, monitoring et maintenance. Bonnes pratiques pour la présentation et le partage professionnel d’interfaces Gradio.
Target audience
Développeurs, data scientists, ingénieurs IA, enseignants et toute personne souhaitant déployer facilement des modèles d'IA via des interfaces web interactives
Prerequisites
Maîtrise de Python et des bases en développement d'applications de machine learning
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