Introduction Regression analysis is one of the foundational techniques in machine learning and data science. It helps us understand relationships between variables and make predictions about future outcomes. However, building a regression model is only half the journey — the true…
Linear Regression: A Step-by-Step Guide with Python
Introduction In the era of data-driven decision-making, Linear Regression stands as one of the simplest yet most powerful tools in a data scientist’s arsenal. Whether you’re predicting housing prices, forecasting sales, or analyzing the relationship between variables, Linear Regression provides a straightforward way…