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Data By the Bay

Data By the Bay is the first Data Grid conference matrix with 6 vertical application areas spanned by multiple horizontal data pipelines, platforms, and algorithms. We are unifying data science and data engineering, showing what really works to run businesses at scale.

SJ

Sujith Joseph

8:45am

Opening Remarks GardnerAlexy Khrabrov

8:55am

Host Sponsor Welcome: IBM Analytics GardnerJoel Horwitz

9:05am

Data and Algorithmic Bias in the Web GardnerRicardo Baeza-Yates

9:50am

Building Word2Vec Models with Text Data AdaJorge Castanon

10:40am

Smarter Search with Spark, Solr and Machine Learning GardnerGrant Ingersoll

11:40am

Using Spark MLlib for NLP MarkovMichelle Casbon

1:10pm

Scalably Internationalizing Millions of Latent Semantic Labels MarkovXiao Fan

1:40pm

Of Rules and Probabilities: Computational Linguistics Methods for Improving Machine Learning Models AdaVita Markman

2:10pm

Sparse data alternatives with neural network embeddings GardnerMarvin Bertin • David Ott • Mike Tamir

3:00pm

Alluxio (formerly Tachyon): Open Source Memory Speed Virtual Distributed Storage System AdaGene Pang PhrazIt : Tool for automatic text summarization MarkovNiyati Parameswaran

4:00pm

Airbnb and Marketplace Matching GardnerSurabhi Gupta

5:00pm

Panel: Human Intent and Text Understanding GardnerAlexy Khrabrov • Tihomir Bajić • Jenny Finkel • Surabhi Gupta • Robert Munro

8:45am

Opening Remarks GardnerAlexy Khrabrov

9:00am

Let's Build Civic Tech to Scale Democracy for a Better Future GardnerMatt Mahan

9:50am

Black Magic: How to apply Machine Learning to real-world problems MarkovEvion Kim Synthesizing human and machine capabilities AdaEric Colson

10:40am

An approach to internal search query analysis MarkovMax Ho • Dhruv Sampat

11:10am

Text Analytics Simplified MarkovTrung Diep • Ronald Sujithan

11:40am

From text to knowledge via ML algorithms - the Quora answer MarkovXavier Amatriain

1:10pm

Case Law and ML on Spark AdaJeremy Corbett

1:40pm

Litigation Mitigation: Using NLP to Minimize Errors in Contracts GardnerShipra Dingare • Gurinder Sangha

2:10pm

Building a Graph of all US businesses using Spark technologies AdaAlexis Roos

2:30pm

Building AI that Searches and Sells AdaAnand Kulkarni

3:00pm

Insider Text GardnerGregor Stewart

4:00pm

Building semantic search using Deep Learning GardnerSamiur Rahman

4:30pm

Data governance and distribution with Dat MarkovKarissa McKelvey

5:20pm

Panel: Data and Society GardnerAlexy Khrabrov • Elizaveta Malashenko • Brad Newman • Gurinder Sangha • Nicole Shanahan