Exercise: Linear Regression in scikit-learn
Explore how to use scikit-learn for linear regression by fitting a line to synthetic data, examining model coefficients, and plotting predicted results. This exercise helps you understand model fitting and prediction within a Python environment, preparing you for practical applications.
We'll cover the following...
We'll cover the following...
Linear regression with scikit-learn
In this exercise, we will take the synthetic data we just generated and determine a line of best fit, or linear regression, using scikit-learn. The first step is to import a linear regression model class from ...