World’s largest AI Data Science Feature Marketplace
“Pre-pandemic data sets and assumptions won’t fly in the post COVID-19 world.
Businesses are starting over, and they’re going to need to understand …”
For Data Scientist Buyers
Absolutely the easiest, fastest way for a data science team
to evaluate features from hundreds of providers
For Data Sellers
Tap into the exploding AI data science market
AI data science represents a multibillion-dollar market
for data growing at 50%/year
Nitrogen.ai is a cloud-based data science features platform that makes it easy to find and use actionable external features
Platform and Marketplace Overview
Mashup 1000s of Data
Signals in Any Format
We have a universal semantic layer that describes
every DataTile, where it came from, how it was
calculated, what its quality is, and how it connects
with every DataTile. This provides unprecedented
ability to search for relevance, perform statistical
analysis across hundreds of thousands of
data signals, and mashup thousands of data signals into
any format or grain data set for analysis
To find the actionable signals within
this data cloud, Nitrogen offers multiple approaches to
discovering actionable data signals
Use our DataTiles FacetedSearch to Find Data Signals you Need
Nitrogen.ai provides both an intuitive and an analytic approach to discovering actionable features
For the intuitive approach, you can use faceted and keyword
search to find the features you know you need
For the analytic approach, you can use correlation and machine
learning to automatically find features that are
most likely to be predictive
You can run hundreds of thousands of correlations against your dependent variable to identity
actionable external features and then use Lasso multivariate regression to reduce
collinearity and find the best variables for your model.
This joined set of data is delivered in your desired format: CSV files, JSON,
or Parquet to allow Integrate into your current infrastructure and data pipeline.
Human in the loop
Curation into Features
Faceted search to narrow
Correlation of Features to
Use Lasso multivariate regression
to decrease collinearity
Join relevant Features into
analysis ready data frame
This joined set of Features is
delivered in your desired format that can
integrate into your data pipeline
Our Machine Learning
Funnel shortens the time it takes to find relevant variables.
Nitrogen.ai organizes our feature cloud into a universal semantic layer based on time and geography. It defines how features are aggregated, enabling the automatic combining of features that are on different time and geography scales. Sophisticated statistical analysis compares your internal data to external features, and external features to each other, to identify those best for you.
Charts and graphs help you to understand the features and generate insights. Once you’ve selected the external features you want, we continuously deliver them to your data pipeline.
Actionable External Features
Please contact us for a discussion and demo of the DataTiles platform.