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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.

302

History of Deep Learning

3578

Introduction to Pytorch

1060

Introduction to Neural Networks

1037

Challenges in Training Neural Nets

1031

Deep Vs. Shallow Learning

2860

Convolutional Neural Nets

1070

CNNs and Capsule Nets

1105