Encoder-Decoder Architecture

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.

Course Curriculum

Encoder-Decoder Architecture: Overview
Encoder-Decoder Architecture: Lab Walkthrough
Encoder-Decoder Architecture: Quiz
Encoder-Decoder Architecture: Lab Resources