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Deep Learning in Python: An Introduction to Convolutional Neural Networks

Video Type: Tutorial

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Summary

Soubhik Barari, PhD student in Political Science, IQSS, at Harvard University, uses Python to set up a convolutional neural networks (CNN) capable of accurately representing complex data, including the how standard and CNNs differ, the difference between vectors and tensors, how to set up CNN using tensors and filters, a sample classification, how filters aid in decision making, how CNNs make predictions, and how to train a CNN.

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