Reltio and DataRobot to Showcase Self-Learning Data Platform and Automated Machine Learning at Modern Data Management Summit 2018

DataRobot and Reltio announced that they will present their respective technologies through presentations and a demo in the Machine Learning & AI Track, Day 1 Feb 26th at the Modern Data Management Summit 

The demo will feature Reltio Cloud, using Reltio IQ, feeding the DataRobot automated machine learning platform, with organized, reliable data in the form of consumer retail profile and transaction data sets, and receives back upsell IQ scores, which are integrated back in context into individual consumer profiles.

Reltio IQ leverages data, organized and consolidated within Reltio Cloud, and the Reltio Self-Learning Graph to provide a trusted foundation of reliable data for analytics and machine learning. An on-demand Apache Spark environment allows data scientists to spend their time tuning algorithms via their tools of choice, rather than aggregating and cleaning data. Reltio IQ then seamlessly synchronizes IQ attributes and recommendations back to profiles for use in operational Data-Driven Applications.

Watch a brief video on how Reltio IQ helps both marketing and data scientists be smarter together.

The demo will show how Reltio customers can leverage automated machine learning without the need for programming or data scientist caliber skills. DataRobot captures the knowledge, experience, and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. By applying automated machine learning, DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time. The DataRobot platform empowers users of all skill levels to make better predictions faster, and incorporates a library of hundreds of the most powerful open source machine learning algorithms. The DataRobot platform automates, trains, and evaluates predictive models in parallel, delivering more accurate predictions at scale.

The combination of Reltio Cloud and DataRobot provides a closed-loop self-learning cycle that was highlighted in a report by a leading independent analyst firm as the technology foundation making up one of the 5 core competencies for an insights-driven business.                

Many firms possess a plethora of technology to gather, process, and analyze data, which they usually procure and implement to meet specific requirements. This approach isolates data and insights in application silos. Insights-driven businesses build systems of insight (SOIs) — i.e., data, analytics, and learning systems — where the technology resides in an integrated architecture that allows data and insights to flow between multiple application areas. They also integrate SOIs with systems of engagement (SOEs) — business applications and customer engagement points — that allow insights to directly drive decisions, experiences, and actions. These firms then feed the lessons from these decisions and actions back into the SOI.
— From Forrester’s report Gauge Your Insights-Driven Business Maturity - The Assessment Report In The Insights-Driven Business Playbook by James McCormick and Brian Hopkins February 2, 2018
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Reltio and DataRobot Sessions will take place in the Machine Learning & AI Track, Day 1 Feb 26th at the Modern Data Management Summit

Monday 2/26 - 1:30pm
Automated Machine Learning with Datarobot
Presenter: Gourab De, Vice President of Data Science, DataRobot

 

Monday 2/26 – 2:00pm
Using Machine Learning to Generate Upsell Recommendations in Retail
Presenters: Maxim Lukichev Lead Scientist, Reltio
Lina Khatib, Senior Data Scientist, Reltio