Applications of Generative AI

  • Introduction to generative AI
  • Use of Open AI API
  • Prompt-based development
  • Large language models
  • Multimodal models
  • Introduction to Lang chain
  • Data extraction using Lang chain
  • Retrieval augmented generation (RAG)
  • Agents and tools
  • Kaggle assignment
  • Streamlet for GUI
  • Text to image generation
  • Fine-tuning of large language models
  • Prompt engineering
  • Speech processing

via Applications of GenAI (1.1)