NLP
NLP Fundamentals
HuggingFace NLP Course
- Official link: https://huggingface.co/learn/llm-course/zh-CN/chapter7/2
- Highlights: Practical NLP tools and techniques
- Content: Using the Transformers library, fine-tuning models, deployment, and more
Learning Path
- Fundamentals: Text preprocessing, word vectors, language models
- Classic models: RNN, LSTM, GRU, Attention
- Modern architectures: Transformer, BERT, GPT series
- Applied practice: Text classification, named entity recognition, machine translation
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