Back

Before using LLMs, understanding NLP gives you an enormous advantage. This course covers the full evolution of language models from bag-of-words to BERT to GPT, with hands-on work at each stage. The foundation for every serious AI practitioner.

✅ What’s Inside:

  1. Text as Data
  2. Tokenization Methods
  3. Word Embeddings: Word2Vec to GloVe
  4. Recurrent Neural Networks
  5. Attention Mechanism Deep Dive
  6. Transformer Architecture
  7. BERT and Encoder Models
  8. GPT and Decoder Models
  9. Text Classification Systems
  10. Named Entity Recognition
  11. Sentiment and Intent Analysis
  12. Project: Custom Intent Classifier