DataRobot Blog

In this post, we will dive deeper into managing model risk, and look at opportunities at how automation provided through DataRobot brings about efficiencies in the development and implementation of models.

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

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Let’s suppose you have a number of machine learning models running in your production environment. Perhaps you are using DataRobot MLOps to help you with this effort. Perhaps you are doing it using your own custom-built method. Let’s also suppose that you are monitoring those models using metrics that help you understand their service health, accuracy, and so on.  First…

So, you have successfully trained a machine learning model after choosing the best algorithm and high-quality training data. Time to celebrate, right? Not quite! The best machine learning algorithms and models are of no use until you actually apply them to make predictions on future outcomes. Then, you must incorporate those predictions into your decision making. The business value of…

***Spoilers Ahead***   This blog is meant to be a fun and unique take on predicting which characters are likely to survive (or die) in the final season of "Game of Thrones".   After finishing season seven of Game of Thrones, the record-breaking HBO show based on George R. R. Martin’s fantasy series A Song of Ice and Fire, we…