DataRobot The most advanced machine learning platform in the world
Accuracy matters, especially in applications such as fraud detection, credit risk or health prevention, where even the smallest deviation in accuracy can mean millions of dollars lost or earned. DataRobot leverages the knowledge of World Class Data Scientists to deliver the best possible predictions from your data.
Automate detail engineering
DataRobot prepares the data for the best results in each Machine Learning technique. It uses its knowledge about the unique requirements of each method and performs operations such as hot coding, fictitious coding and standardization to transform functionalities into optimal results.
Use Advanced Machine Learning Techniques
DataRobot uses techniques that the most advanced data scientists use such as: boosting, bagging, random forest, Kernel-based models, generalized linear models, Deep learning and many others.
Supports Advanced Tuning
Expert users can fine-tune and adjust DataRobot’s algorithms to obtain even better results. Since the DataRobot engine is so fast, it provides expert users with quick feedback that they need for their Optimal Tuning.
Transparent Modeling Processes
With DataRobot, each step of the modeling process is visible and reproducible. You can see every step from data loading to discovery, detail engineering and model training. DataRobot retains detailed logs, so that it can be reconstructed exactly as it was concluded.
Leverages innovative Open Source engines
To take advantage of the most advanced techniques, DataRobto uses open source Machine Learning libraries such as Apache Spark, H2O, R, ScikitLearn, TensorFlow, Vowpal Wabbit and XGBoost.
Supports custom extensions
With DataRobot, expert users can develop custom extensions for the most sophisticated analyzes, and share them with business users.