Get to know everything you need to start tackling your churn problem.
Our team at DataScienceEngineer comes across many software companies - and all of them have one big, but often untackled problem: Churn. This not only erodes the finances of a company but also teams moral.
In this valuable booklet, we impart our expertise in analyzing and addressing customer churn, empowering you with the essential knowledge to identify, understand, and effectively reduce churn rates. By implementing these insights, you can set the stage for your business to thrive and achieve lasting success. Unlock the full potential of your customer retention strategy and pave the way to sustained growth.
- Discover the key concept of churn and its significance for your business
- Gain in-depth knowledge of the essential data required for churn analysis
- Master the art of conducting exploratory data analyses to pinpoint the root causes of churn
- Learn how to train a powerful machine learning model for churn prediction
- Benchmark and compare three cutting-edge models: Logistic Regression, Random Forest, and XGBoost, to find the perfect fit
By the end of the book, you’ll have all the confidence and knowledge you need to start evaluating your churn situation and reduce it once and for all.