Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
sklearn import metrics Step 2 — Load and explore the dataset We will load the house prices dataset and look at the first few rows: df = pd.read_csv('house_prices.csv') print(df.head())p Assume our dataset has two columns: ‘size’ and ‘price’. Step 3 — Prepare the data Next, we will split our dataset