YoVDO

Encoder-Decoder Architecture

Offered By: Pluralsight

Tags

Machine Learning Courses Neural Networks Courses TensorFlow Courses Sequence to Sequence Models Courses Encoder-Decoder Architecture Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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.

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.

Syllabus

  • Encoder-Decoder Architecture: Overview 29mins

Taught by

Google Cloud

Related Courses

Natural Language Generation in Python
DataCamp
Machine Translation with Keras
DataCamp
Pytorch Transformers from Scratch - Attention Is All You Need
Aladdin Persson via YouTube
Pytorch Seq2Seq Tutorial for Machine Translation
Aladdin Persson via YouTube
Region Mutual Information Loss for Semantic Segmentation
University of Central Florida via YouTube