Building a unique NLP project: 1984 book vs 1984 album

提供方
Coursera Project Network
在此指導項目中,您將:

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初級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

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.

您要培養的技能

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

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  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.

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

常見問題

常見問題

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