| Topic | Subtopic | Category |
|---|---|---|
| Natural Language Processing (NLP) | Word Embeddings (Word2Vec, GloVe) | Practice |
| Transformers Basics (Attention Mechanism) | Both | |
| Text Classification | Practice | |
| Introduction to Pre-trained NLP Models (e.g., BERT, GPT) | Practice | |
| Question Answering with Pre-trained Models | Practice | |
| Introduction to Large Language Models (LLMs) (e.g., GPT-4) | Practice | |
| Building Simple Chatbots Using NLP | Practice | |
| Model Fine-Tuning: Methods and Limitations (LoRA, Adapters, etc.) | Practice | |
| LLM Agents Basics | Practice |
