Presented By O’Reilly and Cloudera
Make Data Work
September 11, 2018: Training & Tutorials
September 12–13, 2018: Keynotes & Sessions
New York, NY
Archana Anandakrishnan

Archana Anandakrishnan
Data Scientist, American Express

Archana Anandakrishnan is a senior data scientist in the Decision Science Organization at American Express, where she works on developing data products that accelerate the modeling lifecycle and adoption of new methods at American Express. She is currently a lead developer and contributor to DataQC Studio. Previously, she was a postdoc researcher in particle physics at Cornell University. She is passionate about mentoring and is currently a workplace mentor with Big Brothers Big Sisters, NYC. Archana holds a PhD in physics from the Ohio State University.

Sessions

2:00pm–2:40pm Thursday, 09/13/2018
Let the machines learn to improve data quality
Location: 1A 08 Level: Intermediate
Secondary topics:  Data preparation, governance and privacy, Financial Services
Archana Anandakrishnan (American Express)
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Building accurate machine learning models hinges on the quality of the data. Errors and anomalies get in the way of data scientists doing their best work. Archana Anandakrishnan explains how American Express created an automated, scalable system for measurement and management of data quality. The methods are modular and adaptable to any domain where accurate decisions from ML models are critical. Read more.