Data Scientists
Comprehensive capabilities and resources built specifically for data scientists, by data scientists. Extending the power of DataRobot AI Cloud for expert data scientists that love to code.
Empowering Data Scientists to Accelerate AI Delivery
DataRobot is purpose-built to help the most highly trained, specialized members of your team deliver even greater impact for the business, curated from the collective knowledge of DataRobot’s team of over 300 in-house data scientists.
DataRobot brings together purpose-built DataRobot AI Cloud capabilities designed for expert data scientists with a community-driven collection of specialized resources, education, accelerators, integrations, and peer networking opportunities designed for data scientists, by data scientists.
DataRobot Includes:
Platform
Comprehensive capabilities built for the unique needs and skills of data scientists, designed to accelerate the delivery of AI to production while enabling data scientists to build with flexibility and control.
Resources
A complete set of resources to help data scientists move with greater velocity while making the biggest impact with AI. Access a vast library of tools, accelerators, and third-party integrations to accelerate your delivery of AI to production.
Community
Access to the unique expertise of DataRobot’s team of data scientists; insights from data scientists with real-world experience in deploying AI to solve the most ambitious business challenges.
For Data Scientists, By Data Scientists
Designed for how data scientists work and built to empower them to best deliver impact for the business. Combined with essential tools and solutions, best practices, and continuous education to support teams in this rapidly evolving AI landscape.
Prepare
Enable data scientists to focus on key strategic initiatives and eliminate tactical distractions. Increase velocity for key tasks with a wide range of data engineering best practices—automated with custom-coded pipelines.
- Feature Discovery
- Time Series Feature Derivation
- Automated Data Prep
- Data Prep Pipelines
Develop
Develop accurate models in a fraction of the time with full customization and flexibility to experiment.
- Diverse data and problem types: visual, text, time series, geospatial, anomaly detection, segmentation, clustering, multi-labeling
- Experiment management and tracking with full control, guardrails, and agnostic visualizations, including leaderboard, partitioning, target leakage detection, hyperparameter tuning, feature effect, prediction explanation, and more
- 200+ transformers and estimators, available out-of-the-box, to compose your own training pipeline. Define additional algorithms using Python or R
- Managed notebooks with scalable compute and job scheduling, enhanced with embedded visualizations and strong collaboration capabilities
Deploy and Operate
One-click, flexible deployment to the environment of your choice, along with lifecycle management and retraining.
- One-click deployment to the environment of your choice: Managed AI Cloud, On-Premise AI Cluster, Private AI Cloud, Hybrid AI Cloud
- Flexible consumption and deployment options REST API, writeback, batch, and applications
- Centralized monitoring, management, governance, and alerting for models deployed anywhere
- Continuous AI framework with automated retraining, challenger models, and model comparison
- Automatic compliance documentation and project reports
Education and Resources
We pulled together everything that is core to data science experts:
A vast library of tools, accelerators, and third-party integrations to accelerate your delivery of AI to production. Expert-level curriculum from DataRobot University delivers continuous education and skills development to keep you at the forefront of your industry.
DataRobot University
In this rapidly evolving market, continuous education is paramount. Our extensive curriculum tailored for expert-level data scientists keeps them at the forefront of their industry through a range of sophisticated and multidisciplinary learning paths, labs, and training sessions.
- Advanced education tailored for expert data scientists
- Combining short format, self-learning, and hands-on labs and speciality skills development
- Focus on enhancing skills to drive impact across the AI platform
Solution Accelerators
Solution Accelerators are designed to help you get from data to app or model in minutes.
Community
Access the unique expertise of DataRobot’s team of data scientists and gain insights from experts with real-world experience to solve your most ambitious business challenges. The community is a robust and active destination of data scientists with thousands of members engaged on a weekly basis.
- Crowdsource answers and share best practices among Data Scientist peers
- Network with other Data Scientists and DataRobot subject matter experts
- Start or join discussions and get answers fast
- Explore helpful tips & troubleshooting
Documentation
Detailed documentation brings insights for how to apply your data science expertise to DataRobot AI Cloud while unlocking the unique capabilities and advanced options found only in DataRobot.
- Docs for code-based DataRobot use
- Short tutorials for modeling success
- Docs for DataRobot notebooks
- DataRobot-specific terms defined
We have over 200 data scientists and 84.51 is invested in a function that is really there to serve our data scientists.
Related resources
See DataRobot in Action
Let one of our data specialists guide you through a demo, or experience the platform for yourself in minutes