Google Cloud
Smart Analytics, Machine Learning, and AI on GCP 日本語版
Google Cloud

Smart Analytics, Machine Learning, and AI on GCP 日本語版

This course is part of multiple programs.

Taught in Japanese

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.5

(31 reviews)

Intermediate level
Some related experience required
8 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • リアルタイムのストリーミング分析のユースケースを理解する。

  • Pub/Sub の非同期のメッセージング サービスを使用して、データイベントを管理する。ストリーミング パイプラインを記述して、必要に応じて変換を実行する。

  • ストリーミング パイプラインの両側(生成と利用)について理解する。

  • リアルタイムのストリーミングおよび分析で、Dataflow、BigQuery、Pub/Sub を相互運用する。

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.5

(31 reviews)

Intermediate level
Some related experience required
8 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

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
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 8 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、Google Cloud で利用可能な ML の種類について説明します

What's included

4 videos1 quiz

このモジュールでは、非構造化データ用の事前構築済み ML モデル API の使用方法について説明します

What's included

5 videos1 quiz1 app item

このモジュールでは、Notebooks の使用方法について説明します

What's included

4 videos1 quiz1 app item

このモジュールでは、カスタム ML モデルの構築について説明し、Kubeflow および AI Hub について紹介します

What's included

6 videos1 quiz1 app item

このモジュールでは、BigQuery ML について説明します

What's included

6 videos1 quiz2 app items

AutoML を使用したカスタムモデルの構築

What's included

6 videos1 quiz

このモジュールでは、コースで扱ったトピックについて復習します

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,451 Courses2,600,423 learners

Offered by

Google Cloud

Recommended if you're interested in Cloud Computing

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.

Placeholder

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