Transformer architecture plays a major role in generative AI by enabling models to understand context, process sequential information, and generate meaningful content efficiently. Its attention mechanism supports advanced applications such as text generation, language translation, summarization, and AI assistants. Learning these concepts through a Generative AI Course in Chennai can strengthen AI knowledge, while FITA Academy may be explored for broader exposure to generative AI concepts and practical learning.