基于TensorFlow的基本情感分析

Basic Sentiment Analysis with TensorFlow

1050 次查看
Rhyme
Coursera
  • 完成时间大约为 2 个小时
  • 中级
  • 英语
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Create, train, and evaluate a neural network in TensorFlow

Solve sentiment analysis and text classification problems with neural networks

课程概况

Welcome to this project-based course on Basic Sentiment Analysis with TensorFlow. In this project, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic sentiment analysis problem. By the end of this 2-hour long project, you will have created, trained, and evaluated a Neural Network model that, after the training, will be able to predict movie reviews as either positive or negative reviews – classifying the sentiment of the review text.

Notes:
– This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

课程大纲

TensorFlow Beginner: Basic Sentiment Analysis

Welcome to this project-based course on Basic Sentiment Analysis with Keras and TensorFlow. In this project, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic sentiment analysis problem. By the end of this 2-hour long project, you will have created, trained, and evaluated a Neural Network model that, after the training, will be able to predict movie reviews as either positive or negative reviews - classifying the sentiment of the review text.

课程项目

Pre-process the examples and labels

Understand word embedding

Create a neural network model

Train the model to fit the data set

Evaluate the model

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