Learn How Data Scientists Can Automate ML Workflows With dotData
Expand your feature space with award-winning automated feature engineering and deliver more models that are more accurate.
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.
Production-Ready Features
Automatically generate production-ready feature queries that can be deployed in production with enterprise scalability – even in real-time scenarios.
Democratize and accelerate enterprise data science
ENTERPRISE DATA
Ingest enterprise relational data (numeric, categorical, transaction, time-series, geo-location, text, etc.)
Automatically pre-process your data (schema mapping, value cleansing, record filtering, outlier, record duplication, etc.)
Engineering
Automatically discover, evaluate, select features with transparent feature explanations and blue-prints
Augment your own features with AI-derived features for more powerful, more accurate models
Automatically optimize and validate your ML model based on industry-leading algorithms (XGBoost, LightGBM, TensorFlow, PyTorch, etc.)
Dashboard
Empower your BI team to build predictive dashboards and democratize enterprise AI
API
Deploy models with a single command and run predictions anywhere in containerized form
Deploy and run predictions at scale for your most valuable use-cases
Respected by Industry Experts
Named a leader by Forrester’s New Wave report for AutoML solutions. Forrester remarked that dotData was “AutoML’s best-kept secret.” and that it had the “unique ability to automatically generate new, transparent features across many data sets.”
Automated Data Science empowers your business to build and benefit from predictive models
Get Started with dotData Today
Experience the power of dotData
