What is your primary use case for IBM SPSS Modeler?

I was familiar with using IBM SPSS Modeler separately in the private sector before that. It's a good tool for extracting data from data warehouses, creating streams, and manipulating logic to extract final data.

We use IBM SPSS Modeler for data analysis, prediction, segmentation, etc. We use it as a data management tool.

We use the solution for data mining.

I used SPSS Modeler for doing both predictive analytics, advanced analytics and more specifically to create and maintain machine learning predictive models.

Mostly, the solution is used for business analytics, including for several CSV files and Oracle databases, in order to sort of create flows for financial reports.

We use the solution for generalized linear models. We use it for modeling and analyzing real data using models.

I use IBM SPSS Modeler for teaching data science, and for data mining. I use it for my research.

The solution is used for analyzing data and also for training.

Our primary use case is the analysis of economic impact.

I use the product for my research purposes in running analysis on data.

The solution can be used for many projects, mainly for sophisticated data. It's applicable when you're dealing with a lot of data, for example, we're now dealing with a cancer related project, trying to figure out how we can build a predictive model. We're also using it at the university to predict the courses our students will follow. It helps with preparation related to capacity. We use the solution for both educational and research purposes. I have some students that I'm supervising for data mining and I teach this solution. I'm interested in data science in general. I'll be publishing a book on the subject in Arabic. I'm an associate professor of statistics and we are customers of IBM.

We use this solution to generate and deal with data. We have feeders which have the methodologies and the data gives us leverage to deal with that and provide the graphic. I'm an application architect and we are customers of IBM.

Evaluation for training and consulting.

I use it for my classes. One of the classes I teach is Advanced Analytics for students in the actuarial sciences area. My students are also using it for projects that they have to do as part of the process leading toward their degrees. Before that, I was using it when I worked for IBM, as a consultant. I was doing a project for IBM in their analytics.

SPSS Modeler is a friendly interface for a beginner user. This program covers all data preparation and pre-processing techniques. The model can be selected from the recommendation of the program, semi-automatic with predefined parameters for each model (or user-defined), and tuning the appropriated model.

Primary use case is feature engineering on a pre-prepared data set and mostly doing predictive modeling. Used on desktop. If it comes to ETL and data prep the tool is a waste of time...