Summary

This chapter explored the DataRobot AI Platform and showcased the benefits an AI platform can provide to you in general. DataRobot streamlines the complex stages of the machine learning life cycle, providing an intuitive interface for data scientists, engineers, and researchers. By harnessing the potential of AI platforms such as DataRobot, users can accelerate the creation, training, deployment, and governance of intricate deep learning models, focusing on extracting significant value from their machine learning applications.

DataRobot offers automation, collaboration, and scalability for machine learning use cases. DataRobot provides support for various data types and advanced features such as bias and fairness mitigation, Composable ML, custom tasks, advanced tuning, and time-series modeling. DataRobot also enables users to deploy AI applications on cloud-based or on-premises infrastructure, manage prediction outputs, monitor model performance, and maintain models implemented...