Your Intelligence Revolution Starts Here
In 2013, DataRobot invented automated machine learning — and an entirely new category of software as a result. Since then we’ve incorporated over 1.4 million hours of engineering innovation and data science best practices into this market-leading product. Unlike other tools that provide limited automation for the complex journey from raw data to return on investment, our Automated Machine Learning product supports all of the steps needed to prepare, build, deploy, monitor, and maintain powerful AI applications at enterprise scale.
DataRobot’s Automated Machine Learning product accelerates the productivity of your data science team, while increasing your capacity for AI by empowering existing analysts to become citizen data scientists. This enables your organization to open the floodgates to innovation and start your intelligence revolution today.
DataRobot is the only product to automate the entire data science lifecycle from raw data to value. Built-in guardrails at every step ensure best practices are consistently followed – from automated data preparation and feature engineering that gets your data ready, to automatic model selection, training, and testing to recommend the best option for your production environment. DataRobot even automates model deployment, monitoring, and management, so you always get the most accurate predictions possible.
Diverse Data and Models
DataRobot allows you to move beyond typical automated machine learning and build innovative new models from incredibly diverse types of data. It contains a massive library of open-source and proprietary models from classic regression and complex multiclass classification, to the latest deep learning algorithms and more with every release. Our models work with tabular data, raw text and images, and are obsessively tested on real-world use cases to offer practical applications of next-level AI for your entire organization.
DataRobot provides fully explainable AI through human-friendly visual insights and automated model documentation with blueprints that describe each step in the modeling process and the algorithms used. You can evaluate any model using our Lift Chart, ROC Curve, Confusion Matrix, and more. We also provide visual explanations for every single prediction so you can understand exactly which features influence decisions. Our explainable AI gives you the confidence to put your models into production, demystifies your AI for risk and compliance purposes, and delivers a level of trust your business can rely on.
Fully Operational Predictions
All DataRobot models are instantly ready for production and can be deployed with a single click to make your AI fully operational. You can monitor models via a centralized dashboard to see service health and usage in real-time. Manage model accuracy to easily understand which features have drifted and deploy updates with no service interruption. DataRobot gets your models out of the lab so you can realize ROI from your AI today.
Visual AI extends DataRobot Automated Machine Learning and enables novice and expert users to easily build and deploy highly accurate and explainable machine learning models with images using commodity hardware.
DataRobot 실행 과정
DataRobot이 Lenovo에 미친 가장 큰 영향은 의사 결정이 보다 적극적이고 정확하게 이루어진다는 것입니다.
DataRobot은 저희 데이터 사이언티스트들이 좀 더 생산적이 되도록 도와줬을 뿐만 아니라, 비즈니스 분석가와 데이터 관리자들에게 머신러닝을 대중화하기 시작했습니다. 소프트웨어 자체가 사용하기 쉽고 이해하기 쉽습니다. 이는 간단하고 명료한 결과를 제공하니다. 이것은 우리 조직에 큰 영향을 줄 것이고 전반적인 AI 전략에 필수적이 될 것입니다.