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Pre-Alpha
This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.
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Text Analysis in Python
Text Analysis in Python
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Text Analysis in Python
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EPISODES
Summary and Setup
1. Introduction to Natural Language Processing
2. Corpus Development- Text Data Collection
3. Preparing and Preprocessing Your Data
4. Vector Space and Distance
5. Document Embeddings and TF-IDF
6. Latent Semantic Analysis
7. Intro to Word Embeddings
8. The Word2Vec Algorithm
9. Training Word2Vec
10. Finetuning LLMs
11. Ethics and Text Analysis
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Last updated on 2025-03-21 |
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