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Problem Sets

 
 

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Topic Models

 
 

Week 2 - Review of R Intro to Text with Quanteda

Week 2 - Review of R Intro to Text with Quanteda

 
 

Week 3 - Extracting Unstructured Data

Week 3 - Extracting Unstructured Data

 
 

Week 4 - Intro to Machine Learning and Statistical Learning Theory

Week 4 - Intro to Machine Learning and Statistical Learning Theory

 
 

Week 6 - K Nearest Neighbors/kNN

Week 6 - K Nearest Neighbors/kNN

 
 

Week 7 - Introduction to Naive Bayes with Text Data

Week 7 - Introduction to Naive Bayes with Text Data

 
 

Machine-Learning-Text-Analysis-UGA-v2.pdf

Machine-Learning-Text-Analysis-UGA-v2.pdf

 
 

README.md

README.md

 
 

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POLS-8500-Machine-Learning-Text-Analysis

This is a repository for R code lecture notes for the Fall 2019 version of POLS 8500 on text analysis and machine learning for the social sciences taught by professor Lefteris Anastasopoulos.

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This is a repository for R code lecture notes for the Fall 2019 version of POLS 8500 on text analysis and machine learning for the social sciences.

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