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
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
Access provided by New York State Department of Labor
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
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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
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