Google Cloud Skills Boost

Encoder-Decoder Architecture

1 day Intermediate universal_currency_alt Free

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.

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Course Info

Objectives
  • 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.
Prerequisites
Solid basis in Python and Tensorflow
Audience
Data Scientists, ML engineers
Available languages
English
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