Presented By
O’Reilly + Intel AI
Put AI to Work
April 15-18, 2019
New York, NY
Discover opportunities for applied AI
Organizations that successfully apply AI innovate and compete more effectively. How is AI transforming your business?
Be a part of the program—apply to speak by October 16.
vishal hawa

vishal hawa
Principal Data Scientist, Vanguard

Vishal (‘Vish’) Hawa is Principal Data Scientist at Vanguard. Vish has over 15 years of experience in Retail and Financial services industry and works closely with Marketing Managers in designing attribution, propensity and attrition modeling.

Vish has executive management from Wharton school of business, post-graduation degrees in Information sciences, Statistics and computer engineering from Indian Statistical Institute.


11:05am11:45am Thursday, April 18, 2019
Case Studies, Machine Learning
Location: Sutton South
Secondary topics:  AI case studies, Financial Services, Models and Methods
vishal hawa (Vanguard)
While Deep Learning has shown significant promise towards model performance, it can quickly become untenable particularly when data size is short. RNNs can quickly memorize and over-fit . The presentation explains how a combination of RNNs and Bayesian Network (PGM) can improvise sequence-modeling behavior of RNNs. Read more.