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01:09:43
Data Science Follow 340 Followers

Solving Business Problems Using Predictive Analytics

Posted by Feyzi Bagirov  on  Nov 18, 2017 Posted by Feyzi Bagirov Follow 0 Followers , James Taylor Follow 0 Followers , Adrian Santos Follow 0 Followers , Suchitra Abel Follow 0 Followers , P Subrahmanyam Follow 0 Followers , Jack McCallum Follow 0 Followers , Prateek Joshi Follow 0 Followers  on  Nov 18, 2017

The panelists discuss solving business problems with predictive analytics.

40:42
Data Science Follow 340 Followers

Fighting Online Fraud and Abuse with Large-Scale Machine Learning at Sift Science

Posted by Jacob Burnim  on  Nov 06, 2017 Posted by Jacob Burnim Follow 0 Followers  on  Nov 06, 2017

Jacob Burnim discusses Sift’s approach to building a ML system to detect fraud and abuse, including training models, handling imbalanced classes, sharing learning, measuring performance, etc..

43:21
Data Science Follow 340 Followers

Best Trade-off Point Algorithm for Efficient Resource Provisioning in Hadoop

Posted by Peter Nghiem  on  Oct 28, 2017 Posted by Peter Nghiem Follow 0 Followers  on  Oct 28, 2017

Peter Nghiem presents the Best Trade-off Point method and algorithm with mathematical formulas for obtaining the exact optimal number of task resources for any workload running on Hadoop.

21:58
Data Science Follow 340 Followers

Causal Modeling Using Software Called TETRAD V

Posted by Suchitra Abel  on  Oct 04, 2017 Posted by Suchitra Abel Follow 0 Followers  on  Oct 04, 2017

Suchitra Abel introduces TETRAD and some of its components used for causal modeling to find out the proper causes and effects of an event.

40:05
Data Science Follow 340 Followers

Precision Measurements in eCommerce

Posted by Jennifer Prendki  on  Sep 02, 2017 1 Posted by Jennifer Prendki Follow 0 Followers  on  Sep 02, 2017 1

Jennifer Prendki showcases how precision measurements will allow companies like Walmart to deliver a more personalized experience in eCommerce through the combination of Big Data and hard science.

01:06:23
Data Science Follow 340 Followers

Solving Business Problems with Data Science

Posted by Mohak Shah  on  Aug 25, 2017 Posted by Mohak Shah Follow 0 Followers , Michael Tamir Follow 0 Followers , David Talby Follow 0 Followers , Ekrem Aksoy Follow 0 Followers , Bharath Mundlapudi Follow 0 Followers  on  Aug 25, 2017

The panelists discuss how companies can use data science to solve various business problems.

38:23
Data Science Follow 340 Followers

When Models Go Rogue: Hard Earned Lessons on Using Machine Learning in Production

Posted by David Talby  on  Aug 19, 2017 Posted by David Talby Follow 0 Followers  on  Aug 19, 2017

David Talby summarizes best practices & lessons learned in ML, based on nearly a decade of experience building & operating ML systems at Fortune 500 companies across several industries.

27:57
Data Science Follow 340 Followers

Causal Inference in Data Science

Posted by Amit Sharma  on  Aug 11, 2017 Posted by Amit Sharma Follow 0 Followers  on  Aug 11, 2017

Amit Sharma discusses the value of counterfactual reasoning and causal inference, demonstrating that relying on predictive modeling based on correlations can be counterproductive.

38:50
Data Science Follow 340 Followers

Large Scale Machine Learning for Payment Fraud Prevention

Posted by Venkatesh Ramanathan  on  Aug 05, 2017 Posted by Venkatesh Ramanathan Follow 0 Followers  on  Aug 05, 2017

Venkatesh Ramanathan presents how advanced machine learning algorithms such as Deep Learning and Gradient Boosting are applied at PayPal for fraud prevention.

39:46
Data Science Follow 340 Followers

AI as a Service at Scale: Retail Case Study

Posted by Eldar Sadikov  on  Jul 29, 2017 Posted by Eldar Sadikov Follow 0 Followers  on  Jul 29, 2017

Eldar Sadikov discusses emerging applications of AI in retail, illustrating how Jetlore's machine learning rank technology is currently utilized to power millions of consumer experiences every day.

28:30
Data Science Follow 340 Followers

AI in Medicine

Posted by Anthony Chang  on  Jul 22, 2017 Posted by Anthony Chang Follow 0 Followers  on  Jul 22, 2017

Anthony Chang presents the past of AI in medicine, the current development status, and what to expect from the future.

22:14
Data Science Follow 340 Followers

Fast, Scalable, Reusable: A New Perspective on Production ML/AI Systems

Posted by Ekrem Aksoy  on  Jul 12, 2017 Posted by Ekrem Aksoy Follow 0 Followers  on  Jul 12, 2017

Ekrem Aksoy discusses why production ML/AI systems should have a different perspective than the usual DevOps perspective which works on data immune systems.

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