Enabling the AI-Driven Enterprise
DataRobot enables business analysts to build predictive analytics with no knowledge of Machine Learning or programming but instead uses automated machine learning to deploy accurate predictive models in an extremely short space of time.
AutoML is revolutionising data and artificial intelligence domains by easily bringing the vast power of predictive analytics to businesses. An analyst who is familiar with mainstream business intelligence tools, such as Alteryx or Tableau, can quickly leverage DataRobot’s AutoML platform to build and deploy models themselves - whereas the more experienced data scientist can go multiple levels deeper to customise and optimise the models even further.
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With DataRobot modelling projects follow a consistent methodology based on tried and tested best practices, so that users can’t forget to perform a critical step in the process. With feature engineering methods such as one-hot encoding, missing imputation, text mining and standardisation built-in you get accurate results every time.
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DataRobot constructs all predictive models for you leveraging innovative in-house, and open-source engines such as R, TensorFlow, Vowoal, Wabbit, Spark ML XGBoost, and more. Each one is then ranked on a leader-board, showing you which models perform the best with your data.
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With DataRobot’s unsupervised ensemble blend model, it easily detects anomalies in your dataset, offering you immediate insights.
The Enterprise Scaleable AI Solution
On-premise or in the cloud
Gain security and increased governance with an on-premise deployment on a standalone server, or opt-in for a Cloud deployment delivering the flexibility and speed necessary for your business goals.
Distributed processing and resource monitoring
DataRobot leverages modern distributed processing by running models in parallel, reducing the time taken to run and provide insights. Coupled with the resource monitor functionality, providing a view of which workers and models are taking up runtime, it enables effective business-wide resource planning.
Advanced security and governance
DataRobot offers native security for fine-grained, role-based authorisation and supports Kerberos and LDAP protocols. Analysts are also able to download DataRobot’s diagnostic charts, data, and automatically compiled model documentation to share them with executives, stakeholders and regulators for review.
