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Data Preparation

Self-Service Data Prep for Enterprise AI

Visually and interactively explore, combine, and shape diverse datasets into data ready for machine learning and AI applications at enterprise scale.

The Fastest Way to Prepare Data for AI

Data is the fuel that drives AI innovation. Unleashing its benefits across the enterprise depends on immediate self-service access to any data, as well as empowering not just highly skilled data scientists and data engineers but every analyst and citizen data scientist.

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Self-Service Data Preparation for Everyone

As an integral part of the platform, DataRobot Data Prep enables both novice and expert users to quickly and interactively explore, profile, clean, enrich and shape diverse data into AI assets ready for machine learning model development and deployment.

Acceleration Through AI Assistance

With DataRobot Data Prep, the data preparation process is dramatically accelerated through the highly intuitive and visual point-and-click interface. Furthermore, embedded algorithms provide users with AI assistance throughout data preparation activities to automatically profile, cluster, and clean data, greatly accelerating the time it takes to prepare and shape the data.

Enterprise-Grade Data Preparation

DataRobot provides the industry’s first and most complete, end-to-end enterprise AI platform to accelerate value with AI from raw data to ROI. DataRobot Data Prep is tightly integrated into the DataRobot AI platform, providing self-service data preparation not only for skilled data scientists and data engineers but also for business analysts and citizen data scientists alike.

Data Preparation Use Case

Precision Profile

PrecisionProfile is a bioinformatics technology company focused on enabling oncologists and research scientists to analyze genomic profiles thoroughly and to create personalized treatment plans for cancer patients. To advance cancer research and treatment, PrecisionProfile developed a genomic analytics platform that provides cohort analytics for researchers, universities, and oncologists.

By leveraging the intelligent data preparation capabilities from DataRobot Data Prep, PrecisionProfile can offer the computational ability to correlate the attributes of a single patient to one or more relevant cohorts. Such correlation allows researchers to uncover shared disease drivers and enables physicians to develop treatment plans based on protocols that were effective for similarly affected patients.

Read the Case Study
In building this platform we had one goal: empower researchers and oncologists to spend a fraction of their time restructuring the data, and the majority of their time on mapping patients to our research database to come up with a treatment plan.
Dave Parkhill
Dave Parkhill

PrecisionProfile CEO

What People Are Saying
  • Joining the dots across different data sources and extracting value out of data is an important element of the Bank’s strategy as a diverse global bank. DataRobot Data Prep is helping us transform raw data into an insightful information fabric and this can help increase our speed of decision-making. This investment is an important step in building our capabilities as a data-driven company where employees in all functions are able to harness data at their fingertips.
    Michael Gorriz
    Michael Gorriz

    Group Chief Information Officer at Standard Chartered

    Interested in learning more about how you can streamline data prep?