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Words, Embedding, Clustering & Classification
Document Vectorization and Classification
Topic Modeling and Sentiment Analysis
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Topic Modeling and Sentiment Analysis
Mining and Summarizing Customer Reviews
Mining and Summarizing Customer Reviews
Paper from Liu and Hu on sentiment analysis.
Click
Mining and Summarizing Customer Reviews (Hu and Liu).pdf
link to view the file.
◄ Topic modelling
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Exam
Homework 1: Words
Quiz: Preprocessing Pipeline
Quiz: Simple vectorization
GloVe: Global Vectors for Word Representation
Quiz: Document Embedding
Homework 2: Document Vectorization and Classification
Topic modelling
VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text
Sentiment Analysis
Clustering and similarities
Homework 3: Topic Modeling
Text, Images, Embedding, Analysis, and Interpretation
VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text ►