PacktPublishing/Mastering-NLP-from-Foundations-to-LLMs
📚 TutorialPacktPublishing
A comprehensive repository covering NLP from core foundations to advanced Large Language Model implementations.
This repository serves as the official code companion for the Packt publication 'Mastering NLP from Foundations to LLMs'. It offers a hands-on approach to learning, moving systematically through the evolution of NLP. Users start with foundational concepts such as text preprocessing, feature extraction, and traditional machine learning models. The curriculum then advances into deep learning architectures, eventually culminating in state-of-the-art LLM applications. Key technical features include implementations using LangChain for orchestration, AutoGen for multi-agent systems, and various transformer-based workflows. The repository is designed for practitioners who want to understand the underlying mechanics of modern AI rather than just using high-level APIs. By working through these notebooks, developers gain proficiency in building, fine-tuning, and deploying sophisticated language models in real-world scenarios.
💡Highlights
- ├─Covers NLP from basics to LLMs
- ├─Includes LangChain & AutoGen labs
- └─Practical Jupyter Notebook format
🎯For
- ├─Data Scientists
- ├─AI Engineers
- └─NLP Researchers