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Datarobot

Datarobot is an automated machine learning platform that enables users to build and deploy predictive models quickly without coding. It provides tools to prepare data, train models, evaluate performance, and integrate models into applications.

What is Datarobot?

Datarobot is an end-to-end enterprise AI platform that aims to make machine learning more accessible for organizations. It provides a graphical user interface and automation tools that allow users without specialized data science skills to build, evaluate, and deploy machine learning models.

Some key capabilities of Datarobot include:

  • Automated machine learning - Datarobot can automatically test hundreds of modeling methodologies to determine the best algorithms and parameters for a given prediction problem.
  • Visual workflow - Datarobot uses a drag-and-drop interface to guide users through steps like data preparation, feature engineering, model training, evaluation, and deployment.
  • Explainable AI - Datarobot provides transparency into how models make predictions, helping to build trust in AI and satisfy regulations.
  • MLOps - Tools like model monitoring, retraining triggers, version control, and integration APIs operationalize models after deployment.
  • Vertical solutions - Datarobot offers tailored solutions and prebuilt models for industries like healthcare, financial services, retail, and more.

Overall, Datarobot aims to make advanced AI accessible to domain experts without specialized data science training. Its automation and MLOps capabilities allow faster development and responsible governance of AI applications.

The Best Datarobot Alternatives

Top Apps like Datarobot

IBM SPSS Statistics, H2O.ai, R Caret, Rattle, BlueSky Statistics, python auto-sklearn, R MLstudio, Neural Designer, AdvancedMiner, ML.NET, R mlr, prevision.io, Actian, Skyl.ai, Terrene are some alternatives to Datarobot.

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