DataRobot

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What is DataRobot?

Simply put, the world’s most advanced enterprise automated machine learning platform.

 

 


DataRobot captures the knowledge, experience, and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time it takes using traditional data science methods.

 

Automated Machine Learning
The ability to truly democratize the process is perhaps the most important element of any enterprise machine learning platform. DataRobot automates the entire modeling lifecycle,enabling users to quickly and easily build highly accurate predictive models. The only ingredients needed are curiosity and data — coding and machine learning skills are completely optional!

 

Accuracy

While automation and speed usually come at the expense of quality, DataRobot uniquely delivers on all those fronts. The DataRobot platform automatically searches through millions of combinations of algorithms, data preprocessing steps, transformations, features, and tuning parameters for the best machine learning model for your data. Each model is unique, fine-tuned for the specific dataset and prediction target.

EASE-OF-USE

The intuitive web-based interface allows anyone to interact with a very powerful platform, regardless of skill-level and machine learning experience. Users can drag-and-drop then let DataRobot do all the work or they can write their own models for evaluation by the platform. Built-in visualizations, such as Model X-Ray and Feature Impact, offer the deepest insights and a whole new understanding of your business.

SPEED

DataRobot features a massively parallel modeling engine that can scale to hundreds or even thousands of powerful servers to explore, build and tune machine learning models. Large datasets? Wide datasets? No problem. The speed and scalability of modeling is limited only by the computational resources at DataRobot’s disposal. With all this power, the work that used to take months is now finished in just hours.

ECOSYSTEM

Keeping up with the growing ecosystem of machine learning algorithms has never been this easy. DataRobot is constantly expanding its vast set of diverse, best-in-class algorithms from R, Python, H20, Spark, and other sources, giving users the best set of analytics tools for predictive challenges. With a simple click of the Start button, users can deploy techniques they have never used before or may not even be familiar with.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Want to see DataRobot in action? Contact us at marketing@sift-ag.com for more details today!