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machine learning

Unit 1

Linear Regression

Introduction to Linear Regression Linear Regression Equation Linear Regression Gradient Descent

Unit 2

Logistic Regression

Introduction to Logistic Regression Logistic Regression Equation Logistic Regression Cost Function

Unit 2 • Chapter 1

Introduction to Logistic Regression

Video Summary

The study found that people who ate a Mediterranean diet had a lower risk of developing heart disease and stroke. The diet is rich in fruits, vegetables, whole grains, nuts, and olive oil. It is also low in red meat, processed meat, and saturated fat.

Knowledge Check

Logistic regression is a type of what?

Linear regression

classification

regression

non-linear regression

The output of logistic regression is a probability between what two values?

0 and 1

-1 and 1

0 and 5

0 and 10

Logistic regression is used for what type of problems?

binary classification

multi-class classification

regression

time series forecasting

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Linear Regression Gradient Descent

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Logistic Regression Equation