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Words, Embedding, Clustering & Classification
Document Vectorization and Classification
Topic Modeling and Sentiment Analysis
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Document Vectorization and Classification
GloVe: Global Vectors for Word Representation
GloVe: Global Vectors for Word Representation
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https://nlp.stanford.edu/pubs/glove.pdf
link to open resource.
◄ Quiz: Simple vectorization
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Exam
Homework 1: Words
Quiz: Preprocessing Pipeline
Quiz: Simple vectorization
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
Quiz: Document Embedding ►