ECBM E4040

NEURAL NETWRKS & DEEP LEARNING

Columbia University in the City of New York · UGRD · Fall 2026

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Developing features - internal representations of the world, artificial neural networks, classifying handwritten digits with logistics regression, feedforward deep networks, back propagation in multilayer perceptrons, regularization of deep or distributed models, optimization for training deep models, convolutional neural networks, recurrent and recursive neural networks, deep learning in speech and object recognition

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Class #columbia_in_city_new_york-ECBME4040Fall 2026UGRD3.00 credits
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