Giter VIP home page Giter VIP logo

sentiment-analysis-with-python's Introduction

Sentiment-Analysis-with-Python

  • All the materials are provided in Korean

Webpage for the lecture

http://bdi.snu.ac.kr/udsl/

Lecture dates

  • July 26 & 28, 2017
  • September 11 & 12, 2017

Contents

Session 0 - Installation

  • Install TensorFlow
  • Install Keras
  • Install Gensim

Session 1 - Web Crawling

  • Basic HTML
  • Daum dictionary website
  • IMDb website

Session 2 - Text Preprocessing

  • Tokenization
  • POS tagging
  • Lemmatization
  • Stopwords removal

Session 3 - Text Exploration & Visualization

  • Word frequency
  • Text exploration
  • Co-occurence graphs

Session 4 - Text Analysis

  • What is sentiment analysis?
  • IMDb large movie review dataset
  • Sentiment analysis with SentiWordNet
  • Sentiment analysis with Naive Bayes classifier
  • Sentiment analysis with doc2vec
  • Sentiment analysis with LSTM

etc

  • Recent developments in Deep Learning
  • Tensorflow Primer
  • Keras Primer

sentiment-analysis-with-python's People

Contributors

buomsoo-kim avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.