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Utilisation des méthodes de Deep Learning avec Python pour la prédiction boursière.
Coursera Project Network

Utilisation des méthodes de Deep Learning avec Python pour la prédiction boursière.

Taught in French

Azza Hamed

Instructor: Azza Hamed

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

1 heure
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

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.

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

1 heure
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

See how employees at top companies are mastering in-demand skills

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Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
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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:

  1. Vue d’ensemble du projet et démo

  2. Chargement des données (Yahoo Finance)

  3. Préparation et visualisation des données

  4. Division des données

  5. Comprendre les réseaux de neurones récurrents LSTM

  6. Facultatif : Tâche d'entraînement

  7. Implémentation du modèle et étude de la performance

  8. Déploiement de l’application Web (Python Streamlit)

  9. 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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Instructor

Azza Hamed
Coursera Project Network
1 Course96 learners

Offered by

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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