Automated Feature Engineering for the Enterprise

Feature Labs accelerates the error prone, time intensive, and costly process of intelligently transforming raw data for machine learning algorithms
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Tested against 1000 data scientists in three world wide competitions. On average, Feature Labs performed as well as as well as top human competitors and only required 1/10th of the time.

Read more at MIT News

Everything you need for Feature Engineering

Feature Engineering is a critical component for any data science project. Enterprises who want to build accurate predictions must be able to mine the clear signal from the noise of your enterprise data. We want to help your team of data scientists be more creative and deploy models that can have a positive impact on business decisions across the organization.

Automated Feature Engineering

Feature engineering is the process of using domain knowledge to extract new and crucial variables from raw data before applying machine learning. Feature Labs identifies hundreds of variables that don’t exist explicitly in the raw data using “Deep Feature Synthesis”.  This enables your team to rapidly build accurate machine learning models for production deployments.

Automated Feature Engineering

Feature engineering is the process of using domain knowledge to extract new and crucial variables from raw data before applying machine learning. Feature Labs identifies hundreds of variables that don’t exist explicitly in the raw data using our “Deep Feature Synthesis”.  This enables your team to rapidly build accurate machine learning models for production deployments.

Enterprise Ready

We have built and tested our software so it can be deployed in any enterprise environment. We realize that your work is key to get ML applications operational, so our goal is to enable you to deploy models into production by integrating with many BI, data science & key analytics platforms.  Feature Labs also leverages your key security and LDAP requirements to enable secure sharing of model predictions.  

Get in touch

Feature Labs builds tools and API’s to deploy impactful machine learning solutions by combining open source software and proprietary algorithms for automated feature engineering. Contact us to learn how we can help you succeed with data science and predictive modeling endeavors.

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Get in touch

 

Feature Labs builds tools and API’s to deploy impactful machine learning solutions by combining open source software and proprietary algorithms for automated feature engineering.

Follow us on