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Resilient Streaming Analytics on GCP (Japanese)
This course is part of multiple programs. Learn more.
Course Cost
Free course
Intermediate
Skill Level
8 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版 program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
Japanese
What you'll learn
Interpret use cases for real-time streaming analytics
Manage data events using Pub/Sub asynchronous messaging service
Create streaming pipelines to perform transformations as needed
Integrate Dataflow, BigQuery, and Pub/Sub for real-time streaming and analytics
Optimize BigQuery queries for better performance
Implement high-throughput streaming with Bigtable
Visualize streaming analytics results
Build complete end-to-end streaming data pipelines
Skills you'll gain
This course includes:
10 Hours PreRecorded video
6 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
There are 8 modules in this course
This comprehensive course teaches how to build resilient streaming analytics systems on Google Cloud Platform. Students learn to process real-time streaming data using key GCP services including Pub/Sub for asynchronous messaging, Dataflow for aggregation and transformation, and BigQuery and Bigtable for analysis and storage. Through hands-on labs, participants gain practical experience constructing streaming data pipelines, optimizing performance, and creating real-time analytics dashboards. The course covers advanced features including windowing techniques, high-throughput streaming capabilities, and performance optimization strategies.
はじめに
Module 1 · 1 Minutes to complete
ストリーミング データの処理の概要
Module 2 · 9 Minutes to complete
Pub/Sub を使用したサーバーレス メッセージング
Module 3 · 2 Hours to complete
Dataflow のストリーミング機能
Module 4 · 1 Hours to complete
BigQuery と Bigtable の高スループットのストリーミング機能
Module 5 · 4 Hours to complete
高度な BigQuery の機能とパフォーマンス
Module 6 · 1 Hours to complete
コースのまとめ
Module 7 · 1 Minutes to complete
コースのリソース
Module 8 · 10 Minutes to complete
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Faculties
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Frequently asked Questions
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