このコースでは、機械翻訳、テキスト要約、質問応答などのシーケンス ツー シーケンス タスクに対応する、強力かつ広く使用されている ML アーキテクチャであるエンコーダ / デコーダ アーキテクチャの概要を説明します。エンコーダ / デコーダ アーキテクチャの主要なコンポーネントと、これらのモデルをトレーニングして提供する方法について学習します。対応するラボのチュートリアルでは、詩を生成するためのエンコーダ / デコーダ アーキテクチャの簡単な実装を、TensorFlow で最初からコーディングします。
Encoder-Decoder Architecture - 日本語版
Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
1 hour to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
1 hour to complete
Flexible schedule
Learn at your own pace
What you'll learn
エンコーダ / デコーダ アーキテクチャの主要なコンポーネントを理解する
エンコーダ / デコーダ アーキテクチャを使用してモデルをトレーニングし、テキストを生成する方法を学ぶ
Keras で独自のエンコーダ / デコーダ モデルを記述する方法について学ぶ
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
1 assignment
Taught in Japanese
See how employees at top companies are mastering in-demand skills
There is 1 module in this course
このモジュールでは、機械翻訳、テキスト要約、質問応答などのシーケンス ツー シーケンス タスクに対応する、強力かつ広く使用されている ML アーキテクチャであるエンコーダ / デコーダ アーキテクチャの概要を説明します。エンコーダ / デコーダ アーキテクチャの主要なコンポーネントと、これらのモデルをトレーニングして提供する方法について学習します。対応するラボのチュートリアルでは、詩を生成するためのエンコーダ / デコーダ アーキテクチャの簡単な実装を、TensorFlow で最初からコーディングします。
What's included
2 videos1 reading1 assignment
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Offered by
Explore more from Cloud Computing
Google Cloud
Google Cloud
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."
Open new doors with Coursera Plus
Unlimited access to 10,000+ 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 purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, 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.
You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.
More questions
Financial aid available,
