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“Learn to perform effective Information Bottleneck Theory (IBT) analysis and modeling for deep learning applications for training, validation, and testing data analysis and learning. The Information Bottleneck Theory, or IBT, analysis is used in deep learning to ensure proper model training and improve model performance. IBT identifies information bottlenecks in the deep learning architecture by examining the distribution of data. The conceptual framework of IBT is to consider that a deep network, which comprises an iterative processing process, may have a high number
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