[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

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Ups and downs of Deep Learning

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Three Steps for Deep Learning

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Step 1: Neural Network

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Fully Connect Feedforward Network

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Deep = Many hidden layers

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Matrix Operation

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Output Layer

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Example Application

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Step 2 :Goodness of function

Loss for an Example

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

知道了怎样计算Loss,下面就是挑选Loss最小的function。


Step 3 :Pick the best function

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Deeper is Better?

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)


Universality Theorem

[机器学习入门] 李弘毅机器学习笔记-7 (Brief Introduction of Deep Learning;深度学习简介)

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