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Utilisation des méthodes de Deep Learning avec Python pour la prédiction boursière.
Taught in French
Instructor: Azza Hamed
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Guided Project
Recommended experience
What you'll learn
Charger des données de Yahoo Finance.
Construire et entraîner un réseau de neurones récurrent (RNN), en particulier LSTM.
Déployer une application web basée sur le Deep Learning à travers le Framework Python Streamlit.
Skills you'll practice
Details to know
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Vue d’ensemble du projet et démo
Chargement des données (Yahoo Finance)
Préparation et visualisation des données
Division des données
Comprendre les réseaux de neurones récurrents LSTM
Facultatif : Tâche d'entraînement
Implémentation du modèle et étude de la performance
Déploiement de l’application Web (Python Streamlit)
Facultatif : Tâche de synthèse
Recommended experience
- Bases en programmation Python.
- Notions de bases en Machine Learning.
- Notions de bases en Deep Learning : composition des réseaux de neurones.
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
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Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.