789: ML for Wind-Powered Energy Generation, with Dr. Jason Yosinski
Super Data Science: ML & AI Podcast with Jon Krohn
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Understanding and Visualizing Deep Learning Models
The chapter explores the research conducted between 2010 and 2020 on understanding deep learning models, emphasizing the challenge of interpreting complex neural networks. It introduces the DFS toolbox, demonstrating how visualization of individual neurons in these networks reveals their specialization in detecting features like text, dog faces, and human faces, offering insights into the inner workings of the models.
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