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Deep Learning for Data Science(7)

Deep learning techniques now touch on data systems of all varieties. Sometimes, deep learning is a product; sometimes, deep learning optimizes a pipeline; sometimes, deep learning provides critical insights; sometimes,deep learning sheds light on neuroscience. The purpose of this course is to deconstruct the hype by teaching deep learning theories, models, skills, and applications that are useful for applications.

184

History of Deep Learning

2440

Introduction to Pytorch

692

Introduction to Neural Networks

684

Challenges in Training Neural Nets

697

Deep Vs. Shallow Learning

1934

Convolutional Neural Nets

715

CNNs and Capsule Nets

738