What are some real-life examples of linear regression?
Linear regression is used in various fields. For instance, in real estate, it helps predict house prices based on features like size and location.
Can you give me another example?
Sure! In healthcare, linear regression can analyze the relationship between patient age and blood pressure levels.
How about in marketing?
In marketing, companies use linear regression to understand how advertising spend affects sales revenue.
Are there any examples in education?
Yes! In education, linear regression can be used to predict student performance based on study hours and attendance.
What tools can I use to perform linear regression analysis?
You can use tools like Python with libraries such as scikit-learn, R, or even Excel for linear regression analysis.
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