Logistic Regression Optimization

06 6 Logistic Regression Advanced Optimization

Gentle Introduction to

Some important tuning parameters for

Logistic regression

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Logistic Regression

In this video, we will see the

sklearn

1.

In this video, we are going to take a look at a popular machine learning classification model --

Logistic regression

Logistic Regression

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Binary cross entropy loss, L1 and L2 regularization, gradient descent update rule, sigmoid function derivative, Inference, ...

This video follows from where we left off in Part 1 in this series on the details of

Carry out the gradient

When you do

What is a