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PS9594A: Computational Text Analysis
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Table of contents
“Computational Text Analysis”
1
Week 1: A Primer on Using Text as Data
2
Week 2: Tokenization and Word Frequency
3
Week 3: Dictionary-Based Approaches
4
Week 4: Complexity and Similarity
5
Week 5: Scaling Techniques and Topic Modeling
6
Week 6: Word Embeddings
7
Week 7: Getting Data
8
Week 8: Introduction to Supervised Machine-Learning
9
Week 9: Transformers
10
Week 11: ChatGPT and LLaMa-2
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6
Week 6: Word Embeddings
Slides
7 Word Embeddings (
link
or in Perusall)
6.1
Setup
Today we work in python. You can access the jupyter notebook
here
.
5
Week 5: Scaling Techniques and Topic Modeling
7
Week 7: Getting Data
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6
Week 6: Word Embeddings
Slides
6.1
Setup
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