通常、データ パイプラインは、「抽出、読み込み（EL）」、「抽出、読み込み、変換（ELT）」、「抽出、変換、読み込み（ETL）」のいずれかの考え方に分類できます。このコースでは、バッチデータではどの枠組みを、どのような場合に使用するのかについて説明します。本コースではさらに、BigQuery、Dataproc 上での Spark の実行、Cloud Data Fusion のパイプラインのグラフ、Dataflow でのサーバーレスのデータ処理など、データ変換用の複数の Google Cloud テクノロジーについて説明します。また、Qwiklabs を使用して Google Cloud でデータ パイプラインのコンポーネントを構築する実践演習を行います。
Building Batch Data Pipelines on GCP 日本語版
Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.
Building Batch Data Pipelines on GCP 日本語版
This course is part of multiple programs.
Instructor: Google Cloud Training
Included with 
Gain insight into a topic and learn the fundamentals.
4.4
(29 reviews)
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
データ読み込みのさまざまな方法の確認: EL、ELT、ETL について、また何をどのタイミングで使用するか。
Dataproc での Hadoop の実行、Cloud Storage の活用、Dataproc ジョブの最適化。
Dataflow を使用したデータ処理パイプラインの構築。
Data Fusion と Cloud Composer を使用したデータ パイプラインの管理
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in Japanese
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
- 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
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
There are 7 modules in this course
このモジュールでは、コースおよびアジェンダについて紹介します。
What's included
1 video
このモジュールでは、EL、ELT、ETL について、また何をどのタイミングで使用するかなど、データ読み込みに関するさまざまな方法を確認します。
What's included
6 videos1 assignment
このモジュールでは、Dataproc での Hadoop の実行、Cloud Storage の活用、Dataproc ジョブの最適化の方法を示します。
What's included
11 videos1 assignment1 app item
このモジュールでは、Dataflow を使用してデータ処理パイプラインを構築する方法について説明します。
What's included
13 videos1 assignment6 app items
このモジュールでは、Cloud Data Fusion と Cloud Composer を使用したデータ パイプラインの管理方法について説明します。
What's included
13 videos1 assignment2 app items
コースのまとめ
What's included
1 video
すべてのモジュールへの PDF リンク
What's included
1 reading
Instructor
Offered by
Recommended if you're interested in Cloud Computing
Google Cloud
Google Cloud
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
New to Cloud Computing? Start here.
Open new doors with Coursera Plus
Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
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.