Generative AI Overview - Foundations, Models, and Applications

Explore the foundational concepts of Generative AI in this 11-minute video, delving into how these technologies are reshaping creativity and innovation. Learn about the branch of artificial intelligence that creates new content, from text and images to music and code, by learning patterns from extensive datasets. Discover key models like DALL·E and GPT, which have revolutionized image and text generation. Trace the historical milestones of Generative AI, from early deep learning to Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Understand the intricate mechanisms behind these models, including the Transformer architecture powering text-to-text models and autoencoders at the core of text-to-image models. Gain insights into Generative AI's applications across various industries and its potential for future human-machine collaboration.