Challenges (and Solutions!) to Building a Customer Churn Model
Customer churn is a tricky problem to solve. Here we explain the common challenges organizations face and how a machine learning model can help.
You Need an Embedded Data Science Factory, Not a Research Institute
To make sure that critical aspects are present in your data science work—collaboration and business impact—you need to build an embedded data factory rather than...
IIoT in Manufacturing: A More Intelligent Approach
Learn exactly what industrial internet of things (IIoT) is, and why there’s an even better way forward—the intelligent industrial internet of things.
Handling Batch Production Data in Manufacturing
Many production processes are done in batches. If your manufacturing organization works this way, you need to be careful in how to use your data....
Caching and Unwrapping Some Holiday Joy
With the holiday season upon us, we wanted to update you about three new features available today in RapidMiner Studio.
How to Detect Drifting Models
Detecting model drift is a key component of model impact and maintenance. These tips will help you evaluate drift correctly.
Why Your Models Need Maintenance
Learn about two phenomena: change of concept and drift of concept which demonstrate why models can't just be put into deployment forever.
5 New Operators Added Across the Operator Toolbox and Smile Extensions!
We are proud to announce 5 new operators added across the Operator Toolbox and Smile extensions. Here’s an overview of these extensions and what’s new.
The Issue of Deploying Models in Production
In this article, we cover common issues we encounter when deploying ML models and how the combination of Talend and RapidMiner help overcome them.
Data Science Map For Your Predictive Analytics Journey
Exploring a new discipline is always a difficult task – that’s why we are proud to provide you with a Data Science Map to help...
Creative Example of Cluster Analysis in RapidMiner
Data scientist Martin Schmitz talks about using RapidMiner Studio to do your own cluster analysis of Hearthstone card decks.