Building a unique NLP project: 1984 book vs 1984 album

提供方
Coursera Project Network
在此指导项目中,您将:

Learn about building beginner NLP projects

Learn about summarizing text with open source Python NLP modules

Learn about performing sentiment analysis with open source Python NLP modules

Clock1.5 hours
Beginner初级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

Welcome to the “Building a unique NLP project: 1984 book vs 1984 album” guided project. This project is for anyone interested in exploring fun and interactive Natural Language Processing (NLP) projects. Inspired by the cultural phenomenon, Versus, in this project we’re going to be leveraging the NLP to compare 1984, the dystopian social science fiction novel by the English novelist George Orwell and 1984, the sixth studio album by American rock band Van Halen. In this project, we’ll explore the NLP techniques of: 1. summarizing text 2. sentiment analysis 3. word clouds. At the end of this project, learners will be able to demonstrate a beginner's understanding of building NLP projects.

您要培养的技能

  • Natural Language Processing
  • Python Programming
  • Data Analysis
  • Sentiment Analysis
  • NLP

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Importing all the necessary Python libraries.

  2. Data exploration of the 1984 album and 1984 novel.

  3. Creating Word Clouds.

  4. Summarizing Text with NLP.

  5. Performing Sentiment Analysis with NLP.

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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常见问题

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