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
Encoder-Decoder Architecture - 日本語版
Taught in Japanese
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
Details to know
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Assessments
1 quiz
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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 quiz
Instructor
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