Opportunity Lost: Data Silos Continue to inhibit your Business

An image of data silos

According to some estimates, data scientists spend as much as 80% of their time getting data in a format that can be used. As a practicing data scientist, I’d say that is a fairly accurate estimate in many organizations. In the more sophisticated organizations that have implemented proper data integration and management systems, the amount … Read more

You Need a Chief Data Officer. Here’s Why.

Image of the word "why"

Big data has moved from buzzword to being a part of everyday life within enterprise organizations. An IDG survey reports that 75% of enterprise organizations have deployed or plan to deploy big data projects. The challenge now is capturing strategic value from that data and delivering high-impact business outcomes. That’s where a Chief Data Officer … Read more

Accuracy and Trust in Machine Learning

accuracy and trust in machine leanring

A few weeks ago, I wrote about machine learning risks where I described four ‘buckets’ of risk that needed to be understood and mitigated when you have machine learning initiatives.  One major risk that I *should* have mentioned explicitly is the risk of accuracy and trust in machine learning.  While I tend to throw this … Read more

Machine learning risks are real. Do you know what they are? 

Machine Learning Risks

Machine Learning Risks are real and can be very dangerous if not managed / mitigated. Everyone wants to ‘do’ machine learning and lots of people are talking about it, blogging about it and selling services and products to help with it. I get it…machine learning can bring a lot of value to an organization – … Read more