Table of Contents

  1. Fundamentals of Natural Language Processing
  2. Introduction to Language Models
  3. Data Collection and Pre-processing for Language Modeling
  4. Neural Networks in Language Modeling
  5. Neural Network Architectures for Language Modeling
  6. Transformer-based Models for Language Modeling
  7. Training Large Language Models
  8. Advanced Techniques for Language Modeling
  9. Top Large Language Models
  10. Building First LLM App
  11. Applications of LLMs
  12. Ethical Considerations
  13. Prompt Engineering
  14. Future of LLMs and Its Impact