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TMI
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Words, Embedding, Clustering & Classification
Document Vectorization and Classification
Topic Modeling and Sentiment Analysis
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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
Mining and Summarizing Customer Reviews
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
Further Reading ►