ML をデータ パイプラインに組み込むと、データから分析情報を抽出する能力を向上できます。このコースでは、Google Cloud でデータ パイプラインに ML を含める複数の方法について説明します。カスタマイズがほとんど、またはまったく必要ない場合のために、このコースでは AutoML について説明します。よりカスタマイズされた ML 機能については、Notebooks と BigQuery の機械学習（BigQuery ML）を紹介します。また、Vertex AI を使用して ML ソリューションを本番環境に導入する方法も説明します。
Smart Analytics, Machine Learning, and AI on GCP 日本語版
Smart Analytics, Machine Learning, and AI on GCP 日本語版
This course is part of multiple programs.
Instructor: Google Cloud Training
Gain insight into a topic and learn the fundamentals.
4.5
(31 reviews)
Intermediate level
Some related experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
ML、AI、ディープラーニングの違いを理解する。
非構造化データに対する ML API の使用について考察する。
Notebooks から BigQuery コマンドを実行する。
BigQuery で SQL 構文を使って ML モデルを作成する。
Details to know
Earn a career certificate
Add to your LinkedIn profile
Assessments
6 quizzes
Taught in Japanese
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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
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Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
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 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、Vertex AI および TensorFlow 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
Vertex AI AutoML を使用してカスタムモデルを構築する。
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
Offered by
Recommended if you're interested in Cloud Computing
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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.