Building a unique NLP project: 1984 book vs 1984 album

제공자:
Coursera Project Network
학습자는 이 안내 프로젝트에서 다음을 수행하게 됩니다.

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
Beginner초급
Cloud다운로드 필요 없음
Video분할 화면 동영상
Comment Dots영어
Laptop데스크톱 전용

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.

개발할 기술

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

단계별 학습

작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.

  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.

안내형 프로젝트 진행 방식

작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.

분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.

자주 묻는 질문

자주 묻는 질문

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