ML EXPERIMENTATION

Build Models

Support all your data science modeling needs.

Shrink ML Cycle Time

Leverage automated tools to quickly try new data sources, experiment with multiple problem framings, test thousands of models, identify key drivers, and evaluate the best models to move into production.

Run Many ML Experiments in Parallel

DataRobot tests thousands of possible combinations of data preprocessing and parameter settings, and applies sophisticated test and cross-validation frameworks.

Access Impactful Insights

Each resulting model comes with the right set of insights to help you evaluate it – like lift charts, profit matrixes, and ROC curves.

Discover New Models for Solving Problems

DataRobot AI Platform offers an extensive library of open-source and proprietary models, including Eureqa Models, for you to draw inspiration from and experiment with.

Tackle Any ML Problem Type Time Series, NLP, Computer Vision, or Multimodal

DataRobot AI Platform gives you an array of options for experimentation alongside out-of-the-box capabilities for a code-free or code-first approach. Now you have the freedom to tackle a suite of data science problems like multiclass, classification, multilabeling, anomaly detection, clustering, and regression, and time series forecasting head on. You can also use a wide range of data types in a single model – including location, text, and images.

Customize, Code, and Experiment Your Way

DataRobot gives you a wide range of modeling experiences: models that DataRobot auto generates for you, which are also completely customizable, or you can build your own custom models using DataRobot hosted notebooks. Our notebooks give you the control and flexibility to create and experiment with custom models, training pipelines and tasks. You can also jumpstart your notebook projects with AI Accelerators, and even leverage the DataRobot API to work in your notebook of choice. With DataRobot code-first data scientists have the freedom to work however they want, and collaborate with low-code users to safely build models.

Rapidly Prototype and Track All Your Experiments Together

Leveraging the best data science practices and capabilities, DataRobot is like a power tool for data teams. Build and rank dozens of models for every AI use case, edit feature engineering steps, customize training pipelines with your preprocessing steps or algorithms, and track all of your projects and artifacts in one location. Enjoy full flexibility to experiment, compare, and build the best model for your business.

Advanced Forecasting Time Series Techniques and Capabilities

Easily create highly accurate Time Series forecasts designed to handle thousands of series in a single project. The DataRobot AI Platform simplifies highly complex time series problems, letting you tackle everything from anomaly detection, cold-start, irregular series, and nowcasting in a single project or even a few lines of code. That’s why global banks, retailers, health systems, and manufacturers use DataRobot time series to run their operations.