About this Specialization

機械学習とはどのようなもので、どのような問題解決に役立つのでしょうか。候補となるユースケースを機械学習で習得できる形に変換する5段階とは、そしてこれらの段階を省略しないことが重要である理由は何でしょうか。今、なぜニューラル ネットワークに注目が集まっているのでしょうか。 問題を設定し、勾配降下を使用して適切な解決策を見つけ、データセットを作成する方法について学びます。また、Tensorflow でスケーラブルな分散型機械学習モデルを作成して、これらのモデルのトレーニングを拡張し、高性能な予測ができるようになります。さらに、機械学習(ML)がデータから重要な特質を学習したり、人間による分析を問題に取り入れるように、生データを変換します。最後に、正確で一般化されたモデルを生成し、特定の ML 問題を解決する理論について、および適切なパラメータの組み合わせ方を学びます。まず ML 集中型の戦略の構築から始め、その後 Google Cloud Platform のハンズオンラボを通じてモデルのトレーニング、最適化、本稼働まで、ML に関する手順全体を実習します。
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approximately 6 months to complete
Suggested pace of 4 hours/week
Japanese
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approximately 6 months to complete
Suggested pace of 4 hours/week
Japanese

How the Specialization Works

Take Courses

A Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. It’s okay to complete just one course — you can pause your learning or end your subscription at any time. Visit your learner dashboard to track your course enrollments and your progress.

Hands-on Project

Every Specialization includes a hands-on project. You'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. If the Specialization includes a separate course for the hands-on project, you'll need to finish each of the other courses before you can start it.

Earn a Certificate

When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your professional network.

There are 5 Courses in this Specialization

Course1

Course 1

How Google does Machine Learning 日本語版

4.5
stars
125 ratings
22 reviews
Course2

Course 2

Launching into Machine Learning 日本語版

4.4
stars
49 ratings
9 reviews
Course3

Course 3

Intro to TensorFlow 日本語版

3.9
stars
11 ratings
Course4

Course 4

Feature Engineering 日本語版

Offered by

Placeholder

Google Cloud

Frequently Asked Questions

More questions? Visit the Learner Help Center.