This repository contains the code and materials for the Applied NLP course.
This course is designed to provide a comprehensive introduction to natural language processing (NLP). The course will cover how to apply NLP to extract insights from text data and how to build predictive models using text data. The course will cover the following topics:
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Introduction to NLP
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Apply Pre-Trained Models
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Model Fine-Tuning
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Vector Databases
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Retrieval-Augmented-Generation
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OpenAI
-Open Source LLMs
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Prompt Engineering
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Data Augmentation