DataRobot

DataRobot is a platform that offers end-to-end solutions for generative and predictive AI needs. It provides tools for data preparation, model building and optimization, model deployment and integration, and monitoring and measuring model accuracy.

To use DataRobot, you can start by connecting your data and assessing its quality. Then, you can engineer new features and integrate with feature stores. Next, train models using structured and unstructured data, experimenting with different strategies. Once models are built, you can evaluate their performance, identify key drivers, and create customizable apps for decision-making. For production AI, DataRobot helps validate and govern AI assets, deploy and integrate models anywhere, and monitor model accuracy, ROI, and bias in real-time.

DataRobot is a platform that offers end-to-end solutions for generative and predictive AI needs. It provides tools for data preparation, model building and optimization, model deployment and integration, and monitoring and measuring model accuracy.

To use DataRobot, you can start by connecting your data and assessing its quality. Then, you can engineer new features and integrate with feature stores. Next, train models using structured and unstructured data, experimenting with different strategies. Once models are built, you can evaluate their performance, identify key drivers, and create customizable apps for decision-making. For production AI, DataRobot helps validate and govern AI assets, deploy and integrate models anywhere, and monitor model accuracy, ROI, and bias in real-time.

The core features of DataRobot include data connection and quality assessment, feature engineering and integration, model training using structured and unstructured data, model evaluation and customizable app creation, AI asset validation and governance, model deployment and integration anywhere, and real-time monitoring of model accuracy, ROI, and bias.

DataRobot is used in industries such as healthcare and life science, manufacturing, retail, and financial services to accelerate AI adoption and improve decision-making processes.