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In the Introduction to Generative AI course by Dr. Gwendolyn Stripling at Google Cloud, you will learn about defining generative AI, how it works, model types, and applications. Generative AI can create various content types like text, imagery, audio, and synthetic data. Artificial intelligence is explained as a discipline within computer science that deals with creating intelligent systems capable of reasoning and learning, distinguishing it from machine learning.