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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.

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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