このコースでは、ML について定義し、ビジネスで ML をどのように活用できるのかを学習します。機械学習を使用したデモをいくつか確認し、機械学習の主な用語（インスタンス、特徴、ラベルなど）について学習します。インタラクティブなラボでは、事前トレーニング済みの ML API の呼び出しを実行するほか、BigQuery ML で SQL のみを使用して独自の ML モデルを構築します。
Applying Machine Learning to Your Data with GC - 日本語版
Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.
Applying Machine Learning to Your Data with GC - 日本語版
This course is part of From Data to Insights with Google Cloud 日本語版 Specialization
Instructor: Google Cloud Training
Included with 
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
ML の概要と ML をビジネスに活用する方法を説明する
事前トレーニング済みの ML モデルとカスタム ML モデルの違いを理解する
BigQuery で機械学習のデータセットを作成する
BigQuery で ML モデルを構築する
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 part of the From Data to Insights with Google Cloud 日本語版 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
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 6 modules in this course
本コースで学習する大まかな内容
What's included
1 video
このモジュールでは、機械学習について定義し、ビジネスで機械学習をどのように活用できるのかを学習します。ML を使用したデモをいくつか確認し、ML の主な用語（インスタンス、特徴、ラベルなど）について学習します。
What's included
6 videos1 assignment
このモジュールでは、Cloud Datalab 内で利用可能な事前構築済み、事前トレーニング済みの機械学習モデル（画像認識や感情分析など）について詳細を学習します。
What's included
4 videos2 readings1 assignment1 app item
BigQuery で ML データセットを作成する方法について学習します。
What's included
6 videos1 assignment1 app item
このモジュールでは、BigQuery 内で直接機械学習モデルを構築する方法を学習します。新しい構文を学習し、ML モデルの構築、評価、テストのフェーズを詳しく確認します。
What's included
3 videos1 reading1 assignment2 app items
これで終了です。コースで学習した内容を復習し、学習を継続するために利用できるリソースを確認しましょう。
What's included
1 video
Instructor
Offered by
Recommended if you're interested in Data Management
Google Cloud
University of Pennsylvania
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 Data Management? 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
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.