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Google

Encoder-Decoder Architecture

Google via Google Cloud Skills Boost

Overview

This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder architecture and how to train and serve these models. In the corresponding lab walkthrough, you’ll code in TensorFlow a simple implementation of the encoder-decoder architecture for poetry generation from the beginning.

Syllabus

  • Encoder-Decoder Architecture: Overview
    • Encoder-Decoder Architecture: Overview
    • Encoder-Decoder Architecture: Lab Walkthrough
    • Encoder-Decoder Architecture: Quiz
    • Encoder-Decoder Architecture: Lab Resources
  • Your Next Steps
    • Course Badge

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