Benefits to Software Developers
An Enterprise Solution for Enterprise Applications
AI and machine learning can take your software applications, and your career as an AI Engineer, to the next level. But with the pressure you’re under to develop and modify the software applications that drive your business, there’s little time to get the training and support you need. With DataRobot you can easily build and compare machine learning models, and embed your chosen model in a variety of ways – all with Enterprise-grade stability and scalability.
Create great models with little effort
DataRobot is the fastest way to acquire data science capabilities and professional-grade machine learning. Just a few lines of code harnesses the full power of DataRobot to build and test hundreds of solutions that combine expert-level data preparation with the latest and greatest open source algorithms from R, Python, Spark, H20, TensorFlow, and more.
Find the right solution easily
Our Python and R APIs give you complete transparency into the model building process. You can easily compare solutions for model accuracy, prediction speed, and simplicity to help you decide which one is the best fit for your use case. You can also use our industry-leading GUI to explore your data and models in as much detail as you'd like.
Embed machine learning
Any model built in DataRobot is production ready. With DataRobot's RESTful API, you can operationalize machine learning models with just a few lines of code, regardless of whether you need real-time predictions, batch deployments, or scoring on Hadoop. You can also download models coded in Python or Java to insert directly into your applications.
Scale analytics with confidence
Fortune 500 companies from all industries rely on DataRobot’s powerful API to integrate machine learning capabilities seamlessly inside of their existing systems, including ERP, CRM, and other Enterprise applications. Our highly-extensible platform maintains the high standards you’ve set for scalability, reliability, performance, and security.
“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's platform makes my work exciting, my job fun, and the results more accurate and timely -- it's almost like magic!Nathan Patrick Taylor
VP Analytics Strategy, Symphony Post Acute Network
Take your data science skills and education to the next level, with DataRobot University. Enroll in one of our programs for software engineers and see how automated machine learning can make you more efficient and more effective at your work.DataRobot University - Software Engineers Program
Advanced DataRobot with Python
Appropriate for graduates of DataRobot Essentials or DataRobot for Data Scientists who program in Python
Get the best machine learning results using advanced feature engineering and model tuning. Review the powerful pandas data preparation package, and learn to integrate advanced modeling and predictions into an automated workflow with the DataRobot API. DataRobot Essentials or DataRobot for Data Scientists and prior experience with Python required.
1. Data Preparation in Pandas
- Exploratory analysis
- Data cleaning
- Data visualization
- Table merges
- Feature engineering
2. Advanced Techniques in DataRobot
- Metric selection
- Automated feature engineering
- Creating feature lists
- Advanced tuning
3. DataRobot API
- Creating projects
- Defining feature lists
- Calling predictions
- Pipeline automation