DataRobot Blog

As a data scientist, I’ve worked with many companies that are looking to implement AI and ML in marketing use cases. Though many marketers are excited about the possibilities of AI, they also have trouble understanding what AI is and how to utilize it in their jobs. There are a lot of great ways to use AI in marketing organizations.…

It feels like a lot of AI consulting these days is like the technology itself, more promise than payoff. In her book The Business of Consulting, Elaine Blech shares a joke about consulting’s reputation, where a consultant is asked the time by a client. The consultant in turn asks for the client’s watch and says, “Before I give you my…

ML operations management platforms are essential to getting models into production and keeping them there. A model or pipeline that is not in production is one that cannot provide any value (or limited value) to the business. But while they have very high operational benefits, they are not value-add from a business point of view.

The proliferation of cell phones and cars with GPS connectivity, combined with the explosive growth of the internet of things (IoT), means there is more geospatial data available today than ever before. And it is increasing all the time, from satellite imagery to sensor data. This data allows machines to draw insights from the patterns of life—people’s mobility habits and…

According to Gartner, 51% of enterprises have started their AI journey, but just 10% of ML solutions get deployed. Learn why in the article.

Genetic or evolutionary algorithms mimic natural selection, by eliminating weaker solutions to a given problem and allowing the stronger ones to be developed into future generations of possible solutions. Eureqa uses this approach to mimic the scientific process.

As an avid hiker, data enthusiast, and constant innovator, this made me think – what if we could leverage machine learning to recommend a hike?

Per a World Economic Forum-LinkedIn study, women make up only 22% and 12% of global AI and machine learning professionals, respectively. What’s creating this gap? Read more in the article.