Addressing the Challenges Facing Data Scientists
Better ML Through Automated Feature Engineering
Build better models by leveraging the power of automated feature engineering (AutoFE) integrated directly into your Python-based ML workflow on your Notebook. Augment your features through AI-derived features and give your data science team the power to unlock the maximum value of your data.
Enhance Your ML Models
Adding more data and more features is the best way to improve models. Explore 10X more data and 100X more features with AutoFE.
Enable Agile ML Development
Data and feature engineering are time-consuming and slow. Prepare ML-ready datasets and boost your trial-and-error cycle with AutoFE.
Discover Multimodal Insights
Discover multimodal patterns by wrangling and combining relational, transactional, temporal, geo-locational, and text data, automatically.
100X More Features Through Automation
Intelligently manipulate tens of tables with complex relationships and billions of records to build ML-ready feature tables in just hours – dotData helps you discover hidden patterns in your data to build valuable features you might have never considered.
Discover Multimodal Patterns
Diver deeper into your complex enterprise data with automated discovery of multimodal patterns by wrangling and combining relational, transactional, geo, and text data – automatically to build richer models with deeper insights.
Transform Relational Tables
dotData automates feature engineering, the most manual, and time-consuming step of AI and ML projects. Automatically discover hidden patterns and AI features hidden in hundreds of tables with complex relationships and billions of rows. Explore 10x more data and 100x more features in hours and deliver more models with greater accuracy.
Automatically generate production-ready feature queries that can be deployed in production with enterprise scalability – even in real-time scenarios.
Automated Data Science empowers your business to build and benefit from predictive models
Get Started with dotData Today
Experience the power of dotData