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Google Cloud

Encoder-Decoder Architecture

Google Cloud via edX

Overview

MIT Sloan: Drive Business Value with AI
6-week cohort with live MIT Faculty sessions. Learn to scale AI beyond the pilot stage.
Build Your AI Strategy

Deepen your understanding of encoder-decoder architecture, its uses, and applications with Encoder-Decoder Architecture, developed by Google Cloud and delivered on edX.

This course offers a comprehensive overview of the leading machine learning design for sequence-to-sequence applications like machine translation, text summarization, and question answering, as well as an exploration of its main components. You’ll also learn how to train and serve these types of models.

The course culminates with a corresponding lab walkthrough, where you’ll use TensorFlow to code a simple implementation of the encoder-decoder architecture for poetry generation.

Syllabus

  • Understand the main components of the encoder-decoder architecture
  • Learn how to train and generate text from a model by using the encoder-decoder architecture
  • Learn how to write your own encoder-decoder model in Keras

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