Definition
Generative AI models are a type of artificial intelligence designed to create new, original content rather than just analyzing or classifying existing data. They learn patterns and structures from vast datasets and then use this knowledge to generate novel outputs like text, images, code, or music. These models are revolutionizing how we work by automating creative tasks, assisting in problem solving, and personalizing user experiences. For instance, a generative AI can draft marketing copy, compose a piece of music, or even design a basic website layout based on simple prompts. Unlike discriminative AI which classifies data, generative AI produces entirely new data instances. Understanding generative AI is increasingly important for professionals across various fields and is appearing in domains related to AI and data science certifications.