Explore 100X More Features With Automation
dotData automates feature engineering, the most manual and time-consuming step in AI and ML projects. dotData’s proprietary AI technology automatically discovers hidden patterns behind hundreds of tables with complex relationships and billions of rows and AI-features for your AI and ML algorithms. With dotData Py, you can explore 100x more features in hours and augment your features with AI features.
Enhance Your ML Models With AI Features
Great ML models need great features. dotData Py uses an AI algorithm to automatically hypothesize, explore, build, and validate features and AI-features augments your feature space to build greater models.
Discover Multimodal Patterns
Explore and discover multimodal patterns by wrangling and combining relational, transactional, temporal, geo-locational, and text data, automatically.
Transform Enterprise Relational Data
Deal with tens of tables with complex relationships and billions of records and build a ML-ready feature table just in hours instead of months.
Integrated In Your Python Workflow
dotData Py works as a library in your Python environment to create ML-ready feature tables and is seamlessly integrated with your existing ML workflow.
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