DataRobot Insights

What is DataRobot?

DataRobot is an automated machine learning platform that empowers users of all skill levels to build and deploy accurate predictive models quickly. It automates many of the tasks traditionally performed by data scientists, such as data preprocessing, feature engineering, model selection, hyperparameter tuning, and model deployment. It is commonly used by businesses to solve a wide range of problems, including fraud detection, customer churn prediction, sales forecasting, and risk management.

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What other technologies are related to DataRobot?

DataRobot Competitor Technologies

H2O.ai

H2O.ai provides an open-source, distributed machine learning platform, Driverless AI, which automates various aspects of the machine learning pipeline, competing directly with DataRobot's automated machine learning capabilities.

mentioned alongside DataRobot in 11% (494) of relevant job posts

DKube

DKube is a MLOps platform that provides tools for building, training, and deploying machine learning models, thus competing with DataRobot's comprehensive ML platform.

mentioned alongside DataRobot in 81% (58) of relevant job posts

Dataiku

Dataiku is a collaborative data science platform that offers data preparation, machine learning, and deployment capabilities, positioning it as a direct competitor to DataRobot.

mentioned alongside DataRobot in 6% (736) of relevant job posts

Azure AutoML

Azure AutoML is a feature within Azure Machine Learning that automates the process of building and training machine learning models, thus competing with DataRobot's automated ML functionality.

mentioned alongside DataRobot in 53% (72) of relevant job posts

AWS Sagemaker

AWS SageMaker is a comprehensive machine learning service that covers the entire ML workflow, from data preparation to model deployment, making it a competitor to DataRobot.

mentioned alongside DataRobot in 2% (680) of relevant job posts

Azure ML

Azure Machine Learning provides a cloud-based environment for building, training, and deploying machine learning models, competing with DataRobot's platform.

mentioned alongside DataRobot in 2% (369) of relevant job posts

GCP Vertex AI

GCP Vertex AI is Google Cloud's unified machine learning platform, providing tools for the entire ML lifecycle, and therefore competes with DataRobot.

mentioned alongside DataRobot in 2% (246) of relevant job posts

Domino Data Lab

Domino Data Lab provides a platform for data science collaboration, model development, and deployment, making it a competitor to DataRobot.

mentioned alongside DataRobot in 4% (73) of relevant job posts

DataRobot Complementary Technologies

Kubeflow

Kubeflow is an open-source machine learning platform designed to run on Kubernetes. It can be used in conjunction with DataRobot for model deployment and management.

mentioned alongside DataRobot in 4% (477) of relevant job posts

MLFlow

MLflow is an open-source platform for managing the machine learning lifecycle, including experiment tracking, model packaging, and deployment. It is complementary as it supports MLOps practices.

mentioned alongside DataRobot in 2% (525) of relevant job posts

Keras

Keras is a high-level neural networks API. It is a tool for building models, not a platform, and is complementary since DataRobot can incorporate such models.

mentioned alongside DataRobot in 1% (496) of relevant job posts