Deep Learning for Data Science

（7）

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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.

Tensors

783 观看

5 点赞

1 收藏

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.

Tensors

History of Deep Learning

1

9

History of Deep Learning

Introduction to Pytorch

3

12

Introduction to Pytorch

Introduction to Neural Networks

1

11

Introduction to Neural Networks

Challenges in Training Neural Nets

1

8

Challenges in Training Neural Nets

Deep Vs. Shallow Learning

1

6

Deep Vs. Shallow Learning

Convolutional Neural Nets

4

12

Convolutional Neural Nets

CNNs and Capsule Nets

1

12

CNNs and Capsule Nets

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