Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
library scikit-learn, a popular tool for data analysis and modeling. Step 1 — Import necessary libraries First, we need to import the libraries necessary for our task: import pandas as pd from sklearn.model_selection import train_test_split from sklearn.linear_model import LinearRegression from