So what or who is DataRobot?
Simply put, DataRobot is 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. DataRobot offers an automated machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a fraction of the time. As well, they provide services and education to jumpstart your transformation to an AI-driven enterprise. At DataRobot, we recognize these four fundamentals of AI success:
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 modelling 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!
How DataRobot works
- Ingest your data
- Select the target variable
- Build 100s of models in one click
- Explore top models and get insights
- Deploy the best model and make predictions
Advantages
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.
Speed
DataRobot features a massively parallel modelling 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 modelling are 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.
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.
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.
Enterprise-Grade
Now that machine learning impacts an ever-increasing number of business processes, it is no longer optional to treat it as a developer’s tool with minimal security, privacy, and business continuity safeguards. In fact, it is critical that a platform for building and deploying models is hardened, can be trusted and integrates well with the ecosystem of technologies within an organization.
- Features that make DataRobot truly enterprise-grade are:
- “Four nines” of availability (99.99%)
- Distributed and self-healing architecture
- Seamless integration with enterprise security technologies
- Hadoop cluster plug-and-play
- Multiple popular database certifications
Learn more about customized enterprise solutions
Call 403-475-2494 or email info@cadeon.com to set up a demo or discussion on DataRobot can help your business!
