Challenge: Revenue Prediction
Explore how to improve a customer revenue prediction model by applying data cleaning, outlier removal, feature engineering, and linear regression. Understand how to split datasets, train models, and evaluate performance using RMSE to optimize prediction accuracy.
We'll cover the following...
We'll cover the following...
Improve customer revenue prediction model
In this chapter, we’ve been working on an online retail transaction dataset. We have cleaned and preprocessed the initial dataset, extracted a couple of features for our linear regression model, and ...