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Encoder-Decoder Architecture

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Encoder-Decoder Architecture

Instructor: Google Cloud Training

4,734 already enrolled

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1 module

Gain insight into a topic and learn the fundamentals.

51 reviews

Advanced level

Designed for those already in the industry

1 hour to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

51 reviews

Advanced level

Designed for those already in the industry

1 hour to complete

Flexible schedule

Learn at your own pace

What you'll learn

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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Tools you'll learn

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Assessments

1 assignment

Taught in English

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There is 1 module in this 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.

Module details

This module 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.

What's included

2 videos1 reading1 assignment

Instructor

Instructor ratings

(14 ratings)

Google Cloud Training

Google Cloud

2,208 Courses4,327,322 learners

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Google Cloud

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Reviewed on Sep 11, 2023

The important things hadn't been explained enough.

Reviewed on May 29, 2024

was some what difficult understanding the narrator. I had to download the transcript to be able to follow along with understand. other than that The Course Was Great

Reviewed on Sep 28, 2024

I love that this course contains multiple coding examples

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