Modernizing Data Lakes and Data Warehouses with GCP 日本語版
This course is part of multiple programs. Learn more.
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.
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What you'll learn
データパイプラインを構成するデータレイクとデータウェアハウスの違いを理解する
Google Cloudで利用可能なデータレイクとデータウェアハウスのソリューションについて学ぶ
データエンジニアの役割と効果的なデータパイプラインのビジネス価値を理解する
BigQueryを使用してテラバイト規模のデータを分析する方法を習得する
Cloud Storageを活用したデータレイクの構築と管理を学ぶ
データウェアハウスのパーティショニングとクラスタリングによる最適化手法を実践する
Skills you'll gain
This course includes:
8 Hours PreRecorded video
3 assignments
Access on Mobile, Tablet, Desktop
FullTime access
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There are 6 modules in this course
このコースでは、データレイクとデータウェアハウスの主要な違いと、Google Cloudでこれらを効果的に構築・管理する方法について学びます。データエンジニアの役割とその重要性について理解し、BigQueryを使用したデータ分析や、Cloud Storageを活用したデータレイクの構築、さらにデータウェアハウジングのベストプラクティスを習得します。パーティショニングやクラスタリングなどの最適化技術、JSONデータの処理、セキュリティとガバナンスの実装方法も含まれます。実践的なラボ演習を通じて、実際のビジネスシナリオに対応するスキルを身につけることができます。
はじめに
Module 1 · 3 Minutes to complete
データ エンジニアリングの概要
Module 2 · 1 Hours to complete
データレイクの構築
Module 3 · 1 Hours to complete
データ ウェアハウスの構築
Module 4 · 5 Hours to complete
まとめ
Module 5 · 2 Minutes to complete
コースのリソース
Module 6 · 10 Minutes to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Google Cloud Data Engineer Certification Prep (Japanese), Data Engineering, Big Data and ML on Google Cloud
Payment options
Financial Aid
Instructor
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The Google Cloud Training team is tasked with developing, delivering, and evaluating training programs that enable our enterprise customers and partners to effectively utilize our products and solutions. Google Cloud empowers millions of organizations to enhance employee capabilities, improve customer service, and innovate for the future using cutting-edge technology built specifically for the cloud. Our products are designed with a focus on security, reliability, and scalability, covering everything from infrastructure to applications, devices, and hardware. Our dedicated teams are committed to helping customers successfully leverage our technologies to drive their success.
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Frequently asked questions
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