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TIMi suite Introductions & Tutorials
Since 2007, the Business-Insight company offers the "TIMi software suite": one of the most advanced & accurate predictive datamining solution available in the world: This is demonstrated by our outstanding results at many various world-level datamining competitions: see this document for more information at this subject.
TIMi: predictive tool
Here are some video tutorials about TIMi:
- Video 1 : The Simple Wizard Interface
- Video 2 : The Advanced Interface: a classical churn problem
- Video 3 : The Advanced Interface: a more advanced churn problem
- Video 4 : The TIMi Model Factory: 100% automated modeling
- Video 5 : Machine Learning Example: Text Mining with Anatella&TIMi
Here are some additional notes about data preparation for modelisation with TIMi (there are two specialized version of this document for churn prediction and for propensity to buy prediction).
Here is a document that explains why a small increase in the accuracy of the predictive model directly result in significant and large ROI increase (100.000 euros and more).
Stardust: segmentation tool
The 4 videos below illustrate the functionalities of the Stardust segmentation tool.
- Video 5 : Theoretical Introduction to the "PCA technique" - part 1
- Video 6 : Theoretical Introduction to the "PCA technique" - part 2
- Video 7 : How to create a segmentation model ?
- Video 8 : How to describe each segment from a business perspective ?
Anatella: ETL tool
- Video 9 : Anatella Basics
- Video 10 : Anatella Tips to improve your productivity
- Video 11 : Machine Learning Example: Text Mining with Anatella&TIMi
You can download here the quick user's guide to Anatella.
Anatella contains by default many standard data transformation that already covers all of the classical & common data transformations required for predictive analysis.
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