Google Cloud
Machine Learning in the Enterprise - Français
Google Cloud

Machine Learning in the Enterprise - Français

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Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
17 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
17 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Décrire la gestion, la gouvernance et les options de prétraitement des données

  • Déterminer quand utiliser Vertex AutoML, BigQuery ML et l'entraînement personnalisé

  • Implémenter le réglage des hyperparamètres à l'aide de Vertex Vizier

  • Expliquer comment créer des prédictions par lot et en ligne, configurer la surveillance des modèles et créer des pipelines à l'aide de Vertex AI

Details to know

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Assessments

6 assignments

Taught in French

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There are 10 modules in this course

Ce module présente le cours et ses objectifs.

What's included

1 video

Ce module traite du workflow de ML en entreprise et de l'objectif de chaque étape.

What's included

2 videos1 reading1 assignment

Ce module passe en revue les outils Google de gestion et de gouvernance des données d'entreprise : Feature Store, Data Catalog, Dataplex et Analytics Hub.

What's included

9 videos1 reading1 assignment1 app item

Ce module passe en revue l'art et la science du machine learning et des réseaux de neurones. Nous verrons également comment entraîner des modèles de ML personnalisés à l'aide de Vertex AI.

What's included

7 videos2 readings1 assignment1 app item

Dans ce module, nous verrons comment régler les hyperparamètres à l'aide de Vertex AI Vizier.

What's included

3 videos1 reading1 assignment1 app item

Ce module porte sur la prédiction et la surveillance des modèles avec Vertex AI. Nous aborderons d'abord les prédictions par lot et en ligne à l'aide de conteneurs prédéfinis et personnalisés, puis nous passerons en revue la surveillance des modèles, un service permettant de gérer les performances de vos modèles de ML.

What's included

4 videos1 reading1 assignment1 app item

Ce module traite des pipelines Vertex AI et de la manière dont ils doivent être créés pour orchestrer votre workflow de ML.

What's included

3 videos2 readings1 assignment2 app items

Ce module passe en revue les bonnes pratiques pour différents processus liés au machine learning dans Vertex AI.

What's included

5 videos1 reading

Ce module est un résumé du cours "Machine Learning in the Enterprise".

What's included

4 readings

Ce module est un résumé de la série de cours "Machine Learning on Google Cloud".

What's included

1 video1 reading

Instructor

Google Cloud Training
Google Cloud
1,674 Courses2,763,286 learners

Offered by

Google Cloud

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