datarobot Alternatives

    datarobot is described as 'DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today'. There are more than 10 alternatives to datarobot for a variety of platforms, including Windows, Linux, Mac, SaaS and Online / Web-based. The best alternative is BlueSky Statistics, which is both free and Open Source. Other great apps like datarobot are IBM SPSS Statistics (Paid), Rattle (Free, Open Source), python auto-sklearn (Free, Open Source) and R MLstudio (Free, Open Source).

    This page was last updated Jan 13, 2021

    1. BlueSky Statistics is a fully featured statistics application and development framework built on the open source R project. BlueSky Statistics brings the power and innovation of R to the fingertips of the analyst community.
    2. The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications.
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    3. Rattle is a GUI for data mining using R. All interactions through the graphical user interface are captured as R script. It presents statistical and visual summaries of data, transforms data, builds machine learning models, and scores new datasets.
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    4. auto-sklearn is an automated machine learning toolkit. frees a machine learning user from algorithm selection and hyperparameter tuning. Bayesian optimization, meta-learning and ensemble construction.
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      • FreeOpen Source
      • Mac
      • Windows
      • Linux
      • Self-Hosted
      • R (programming language)
      The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.
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      • FreeOpen Source
      • Windows
      • Linux
      Machine Learning framework by Microsoft in .net framework and C#.
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      • Free PersonalOpen Source
      • Mac
      • Windows
      • Linux
      • R (programming language)
      The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to streamline the process for creating predictive models. data splitting pre-processing feature selection model tuning using resampling.
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      • FreeOpen Source
      • Mac
      • Windows
      • Linux
      • Java
      H2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on big data and provides easy productionalization of those models in enterprise env.
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      • Free PersonalOpen Source
      • Mac
      • Windows
      • Linux
      • R (programming language)
      mlr provides this so that you can focus on your experiments! The framework provides supervised methods like classification, regression and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering.
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    5. Neural Designer is a software tool for advanced analytics. It includes tools for descriptive, diagnostic, predictive and prescriptive analytics. It allows you to get actionable insights resulting in smarter decisions and better business outcomes.
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    Showing 10 of 22 alternatives