Benefits to IT Operations
Machine learning for today's enterprise
Machine learning and AI projects that never reach production can have a significant impact on the bottom line, and raise doubts about the ROI on data lakes and other big data investments. DataRobot automates the best practices of the world's top data scientists in software – making it easy for business analysts, data scientists, software developers, and other data professionals to rapidly build and deploy highly accurate machine learning models.
Any model built in DataRobot is production ready. There is no need to write custom prediction code or manage any infrastructure. Use DataRobot's dedicated API to deploy models to servers behind a load balancer, easily scaling to meet your needs. Need to update your model every day? Automate the process with DataRobot's APIs and SDK.
DataRobot can be run on your Hadoop cluster to bring fully-integrated automated machine learning to the Hadoop stack. DataRobot utilizes Spark, and is certified compliant for data security and management so machine learning data objects and operations are visible to, and under the control of, Hadoop management processes and policies.
With DataRobot you can build and test hundreds of solutions that combine expert-level data preparation with machine learning algorithms from R, Python, Spark, H20, TensorFlow, and more. Use our industry-leading GUI or powerful Python and R APIs to compare solutions for model accuracy, prediction speed, and simplicity to find the best fit for your use case.
DataRobot gives the power of automated machine learning to users of all skill levels. It provides access to a vast array of the latest and most powerful machine learning algorithms, yet puts appropriate guardrails in place so that even inexperienced users can select the best algorithms and pre-processing steps for the business problems they are trying to solve.