Dans ce cours de niveau intermédiaire, vous apprendrez à concevoir, créer et optimiser des pipelines de données en batch robustes sur Google Cloud. Au-delà des bases de la gestion des données, vous explorerez les transformations de données à grande échelle et l'orchestration efficace des workflows, essentielles pour l'informatique décisionnelle et les rapports critiques.
Building Batch Data Pipelines on GCP en Français
Building Batch Data Pipelines on GCP en Français
This course is part of Data Engineer, Big Data and ML on Google Cloud en Français Specialization
Instructor: Google Cloud Training
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Déterminer si les pipelines de données en batch constituent le choix approprié pour votre cas d'utilisation
Concevoir et créer des pipelines de données en batch évolutifs pour l'ingestion et la transformation de volumes importants de données
Implémenter des contrôles de qualité des données dans les pipelines en batch pour assurer l'intégrité des données
Orchestrer, gérer et surveiller les workflows de pipeline de données en batch, en implémentant la gestion des exceptions et l'observabilité
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in French
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is part of the Data Engineer, Big Data and ML on Google Cloud en Français Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There are 7 modules in this course
Dans ce module, nous vous présentons le cours et son déroulement.
What's included
1 video
Ce module passe en revue différentes méthodes de chargement de données (EL, ELT et ETL) et vous indique quand les utiliser.
What's included
6 videos1 assignment
Ce module vous apprend à exécuter Hadoop sur Dataproc, à exploiter Cloud Storage et à optimiser vos jobs Dataproc.
What's included
11 videos1 assignment1 app item
Ce module vous explique comment utiliser Dataflow pour créer vos pipelines de traitement de données.
What's included
13 videos1 assignment6 app items
Ce module vous montre comment gérer des pipelines de données avec Cloud Data Fusion et Cloud Composer.
What's included
13 videos1 assignment2 app items
Résumé du cours
What's included
1 video
Liens PDF vers tous les modules
What's included
1 reading
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
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Offered by
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Status: Free TrialGoogle Cloud
Google Cloud
Google Cloud
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
More questions
Financial aid available,