Visualizing New York City WiFi Access with K-Means Clustering
Visualization has become a key application of data science in the telecommunications industry. Specifically, telecommunication analysis is highly dependent on the use of ...
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Fitting Human IQ into AI – Where and When It's a Win-Win
There is much talk of AI automation of many critical business processes over the next decade as the technology matures. Management and workers throughout organizations ar...
Reinforcement Learning Starts to Deliver on Its Promise
Summary: Advances in very low cost compute and Model Based Reinforcement Learning make this modeling technique that much closer to adoption in the practical world. We k...
DSC Webinar Series: Your Model Will Probably Fail (And How to Prevent it)
Data science is more popular than ever, but many data scientists struggle with complicated workflows to run their models as well as how to best communicate the output to ...
Transforming Day-to-Day Decisions in the Enterprise
My views on how to effectively align daily decisions to business objectives At first glance, the odds of winning at rock-paper-scissors is one in three… right? Well, if...
Common Errors in Machine Learning due to Poor Statistics Knowledge
Probably the worst error is thinking there is a correlation when that correlation is purely artificial. Take a data set with 100,000 variables, say with 10 observations. ...
DSC Webinar Series: AI + BI: Fueling Deeper Business Insights and Edge
Today, businesses are being asked to do more with less, while finding new ways to not only stay competitive, but also outpace the competition. Most often, these same busi...
Racial Bias in Modeling – Not as Simple as You Might Think
Summary: Bias in modeling has long been a public concern that is now amplified and focused on the disparate treatment models may cause for African Americans. Defining...
Creating Music by Machine Learning
© 2020 by Radna Intellectual Ventures, LLC. In Sweden, there’s something called the Allemansrätten, which literally translates to “Everyman’s Right.&#...
DSC Webinar Series: Optimization and The NFL’s Toughest Scheduling Problem
Learn how the National Football League (NFL) uses mathematical optimization to solve one of the hardest scheduling problems in existence. At first glance, the NFL’s sch...