Benefits to IT Professionals
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.
Deploy with one line of code
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.
Scale with Hadoop
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.
Create great models with full transparency
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.
Empower your organization
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.
“DataRobot does something different from other tools. It offers a high-quality auto-modeling tool that creates amazing models with fine-tuned adjustments in a matter of minutes.”Andrew Greenhut
Senior Data Scientist, LogMeIn
“DataRobot allows us to understand the data that’s being fed into our models without blindly feeding whatever we get into our system. DataRobot makes my team very effective.”Deena Narayanaswamy
Head of Data Insights, Avant
Take your data science skills and education to the next level, with DataRobot University. Enroll in one of our programs for IT Professionals and see how automated machine learning can make you more efficient and more effective at your work.DataRobot University - IT Professionals Program
Appropriate for systems administrators supporting DataRobot
For clients using DataRobot Enterprise and DataRobot Hadoop versions, this one day course provides the information you need on platform installation, maintenance, and optimization. Learn how to manage users, report performance, and adjust options. Includes coverage of best practices in backing up, replicating, and upgrading DataRobot instances. Experience supporting Linux-based systems required.
- data ingestion
- model management