687: Generative Deep Learning, with David Foster
Super Data Science: ML & AI Podcast with Jon Krohn
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Generative Models in AI and the Evolution of Generative Deep Learning
The chapter delves into the world of generative AI models through a discussion on the differences between generative and discriminative modeling in machine learning. The guest shares insights from their book on Generative Deep Learning, emphasizing the complexities and challenges in generating data based on labels, and advises beginners to start with discriminative modeling first. They also highlight the significant updates in the second edition of the book, including coverage of recent advances like Dali 2, large language models, and text-to-image models.
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Transcript
