[Course 1] Neural Networks and Deep Learning. W2 - Logistic Regression as a Neural Network

[Coursera] Neural Networks and Deep Learning 2주차 강의 (Logistic Regression as a Neural Network)를 수강하며 작성한 필기 노트입니다. 

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1-1 Binary Classification

 

1-2 Logistic Regression

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1-3 Logistic Regression Cost Function

 

1-4 Gradient Descent

 

1-5 Derivatives

 

1-6 More Derivative Examples

 

1-7 Computation Graph

 

1-8 Derivatives with a Computation Graph (1)

 

1-8 Derivatives with a Computation Graph (2)

 

1-9 Logistic Regression Gradient Descent (1)

 

1-9 Logistic Regression Gradient Descent (2)

 

1-10 Gradient Descent on m Examples

 

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