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Encoder-Decoder Architecture with Google Cloud

Course

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.

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.

Built in collaboration with

Google Cloud

Intermediate

1 hour

Completion Certificate

Last Updated May 22, 2023

Skills you'll learn:
Keras • Encoder Decoder Architecture
Prerequisites:
Intermediate Python • TensorFlow

Course Lessons

Lesson 1

Encoder-Decoder Architecture with Google Cloud

This course gives you a synopsis of the encoder-decoder architecture.

Taught By The Best

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Google Cloud Training

The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way.

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