Taxi Trip Duration

Taxi Trip Duration Prediction:

A Machine Learning project focused on predicting taxi trip duration. The project included Data Preprocessing, Feature Engineering, Outlier Handling, and Categorical Encoding. I used Ridge Regression with Regularization to improve generalization and reduce the risk of overfitting, followed by model training and performance evaluation.