Skills you'll learn:
KerasEncoder Decoder Architecture
Free
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
Last Updated May 22, 2023
Prerequisites:
Intermediate PythonTensorFlow
Intermediate
1 hour
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.
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