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…]

Predicting Employee Churn with Data Mining
Use Data Mining to Identify Employees at Risk of Churn For organizations that have a lot employees that are in high turnover positions predicting employee churn with data mining can help to reduce and retain top talent. By collecting data on employees and then building a predictive model using employees that have left the organization. […]
Using Power BI to Visualize Houston Crime Stats
Houston Crime Data The city of Houston provides high level details on crime statistics via Excel files on the police website. These statistics are stored in monthly files available via Excel or Access. In order to better understand the crime data I created a single Excel file that stored the data from August 2016 to December […]
Increase Data Value with Master Data Management
Master Data Management and Data Value Master Data Management (MDM) is a system that enables business critical core data to be entered and maintained through a central application. Security and tracking of the data value changes are built into the process and allows tracking the history of values. Data that is vetted and approved can […]