Built a car price prediction from Kaggle dataset solution using Linear Regression
Dataset Source : https://www.kaggle.com/nehalbirla/vehicle-dataset-from-cardekho/code
Lasso regression is a type of linear regression that uses contraction. Shrinkage shrinks the data value to a center point, such as the mean. The Lasso method promotes a simple and sparse model (that is, a model with few parameters).
Linear regression attempts to model the relationship between two variables by fitting linear equations to the observed data. the linear regression line has an equation of the form Y = a + bX. Where X is the explanatory variable and Y is the dependent variable.