A high-level look into what the DataRobot AI platform provides
The DataRobot AI platform provides data ingestion, data preparation, data insights, model development, model evaluation, model insights and analysis, model deployment, and model governance through model monitoring and model maintenance tools that work seamlessly with each other. While DataRobot streamlines the deep learning life cycle, it is important to note that the planning stage still requires human input to define the goals and scope of the project. Additionally, you are still required to consume the insights, reports, and results made easy for you to obtain. Ultimately, this means that such a platform is a tool that can assist any machine learning practitioner instead of being a replacement for data scientists, machine learning engineers, machine learning researchers, or data analysts. Think of AI platforms such as DataRobot as being powerful calculators that can help you solve complex math problems quickly and accurately...