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