IT Report: Advanced Analytics with IBM SPSS Statistics
IBM SPSS Statistics is the world’s leading statistical software. It enables you to quickly dig deeper and get insight into your data, making it a much more effective solution than spreadsheets, databases or standard multi-dimensional analysis tools. In the following, you will use financial data and classification modeling to predict loan default. The techniques you learn today can be used across a variety of predictive use cases to save your organization time and money including student retention, hospital readmission, and customer churn.
In this tutorial, you will explore the following key capabilities of IBM SPSS Statistics:
- Data import and preparation
- Descriptive statistics, correlations, and data visualization
- Advanced statistical modeling including decision tress and logistic regression
- Data export and reporting