CS109A
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Preparing for this course
Lecture 31: Neural Networks 4 -Back Propagation, SGD
Key Word(s):
Gradient Descent
,
Stochastic Gradient Descent
,
Back Propagation
,
Optimizers
Slides
PDF | Lecture 31: Stochastic Gradient Descent
PPTX | Lecture 31: Stochastic Gradient Descent
PDF | Lecture 31: Back Propagation
PPTX | Lecture 31: Back Propagation
PDF | Lecture 31: Optimizers
PPTX | Lecture 31: Optimizers
Exercises
Lecture 31: Back-propagation by hand [Notebook]
Lecture 31: Back-propagation by chain rule [Notebook]