Gradient Descent - THE MATH YOU SHOULD KNOW

All the math you need to know about gradient descent for Logistic Regression.


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[1] Visualize Logistic Regression:Logistic Regression - VISUALIZED!
[2] Newton Raphson optimization for logistic regression: Logistic Regression - THE MATH YOU SH...

REFERENCES
[1] Stanford Lecture Handout: https://web.stanford.edu/class/archiv...
[2] Second Order optimization: https://ipvs.informatik.uni-stuttgart...
[3] Matrix Calculus: https://atmos.washington.edu/~dennis/...
[4] Bernoulli random variable properties: https://en.wikipedia.org/wiki/Bernoul...

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