|
所在平台: Coursera |
课程主页: https://www.coursera.org/learn/encoder-decoder-architecture
课程评论：没有评论
课程名称：编码器-解码器架构 课程概述：本课程介绍了编码器-解码器架构，这是一个强大且广泛使用的机器学习架构，适用于序列到序列的任务，如机器翻译、文本摘要和问答。学员将学习编码器-解码器架构的主要组成部分，以及如何训练和部署这些模型。在相应的实验室演练中，学员将使用TensorFlow编写编码器-解码器架构的简单实现，应用于诗歌生成。 课程大纲： - 介绍编码器-解码器架构的概述 - 深入了解架构的主要组成部分 - 学习模型的训练和服务流程 - 实践编写编码器-解码器模型以进行诗歌创作 本课程适合对机器学习和自然语言处理感兴趣的学员，能够帮助学员掌握序列到序列任务的核心技术。
Name:Encoder-Decoder Architecture: Overview
Description: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.
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 fro
