Automated Data Science and Data Mining
Automated Data Science is becoming more popular. Here is our initial list of automated Data Science and Data Mining platforms.
The growing trend towards automation has also touched Data Science, with more companies and research projects aiming to build the ultimate Data Science platform - the user just points it to the data and it does the rest.
We have created a new page under
KDnuggets » Software for Automated Data Science.
Here is the initial content, but please suggest systems that should be added in the comments.
Related:
We have created a new page under
KDnuggets » Software for Automated Data Science.
Here is the initial content, but please suggest systems that should be added in the comments.
- Automatic Business Modeler from Algolytics, automatically builds accurate and interpretable predictive models. Commercial.
- Automatic Statistician project, a system which explores an open-ended space of possible statistical models to discover a good explanation of the data, and then produces a detailed report with figures and natural-language text. Research project.
- DataRobot, automated Machine Learning platform built by top data scientists on Kaggle. Commercial.
- machineJS: Automated machine learning - just give it a data file. Open-source on github.
- Quill from Narrative Science, transforms data into meaningful and insightful narratives people can simply read. Commercial.
- Skytree Machine Learning Software, enterprise-grade machine learning, uses all data and high performance algorithms automated model building to deliver more accurate predictive models. Commercial.
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