CDO Archives - BI and Predictive Analytics

CDO Summit Toronto June 4th

May 24, 2015 by Derek Leave a Comment

I am presenting the lunch keynote at the Toronto Chief Data Officer Summit on June 4th. My session is on how to leverage predictive analytics to reduce customer churn. I will be going over how I leveraged a decision tree model to create a customer risk score for active customers. Then discuss the challenges and … [Read more…]

RapidMiner Market Basket Sample
RapidMiner Market Basket One method to create a targeted cross selling model is to use historical customer information and apply the prediction to existing customers. In this example, I will be using fictitious customer account data for a financial institution such as a bank or credit union to create a RapidMiner Market Basket predictive model. […]
Power BI Leveraging Tabular Models
Power BI Direct Query Power BI can be used in one of two modes to access data. The import option loads data from the source data to the Power BI model. Queries are then processed directly against the data in the model. Using the DirectQuery option, on the other hand, leaves at the source and Power […]
RapidMiner Text Mining Example for Loch Ness Monster Sightings
RapidMiner Text Mining Text mining is a process to pull words from free form text fields, word documents, or other data sources. Business use cases for text mining include scrubbing text from survey notes, claim notes, project notes or call center notes. It is applicable in any situation that requires parsing text to find words […]