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Sandeep Tata
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How Machine Learning can save you time
Check out my blog post on the Google Research blog about how ML saves you time with Quick Access on Drive. Quick Access on Drive (Web and iOS)

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How Machine Learning can save you time
Check out my blog post on the Google Research blog about how ML saves you time with Quick Access on Drive.

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Quick Access: Machine Learning in Google Drive
I'm very excited about a new feature in Drive that our team in Research/Machine Intelligence helped launch today: Quick Access  for Drive. Quick access uses Google Machine learning on your Drive Activity, and your daily interactions to bring you the documen...

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UDF Centric Workflows
A recent PVLDB paper titled " An Architecture for Compiling UDF-Centric Workflows " describes some pretty exciting advances in the state of the art for data analysis. Using a system called Tupleware, the authors of the paper show that for datasets that fit ...

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Insurance and Self-Driving Cars
Metromile (a car insurance company that's pioneering a pay-as-you-go model) recently produced an analysis of what their monthly insurance rates would be for a self-driving car based on the accident stats that Google released. Check out the expected savings ...

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Google Could Bigtable : NoSQLaaS
I'm very excited that Google announced Cloud Bigtable . You get a managed instance of Bigtable with an open-source API (there's an HBase client) at a great price!  Bigtable's HBase APIs  are fairly simple and easy to use, and we seem to have mapped nearly a...

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On the dangers of AUC
In most applied ML projects I've been involved in people rarely ever use AUC (the Area Under the ROC Curve ) as a performance measure for a classifier. However, it is very commonly reported  in many academic papers. On the surface, the AUC has several nice ...

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WSDM 2015
I recently got back from WSDM  which ended up being a very interesting conference with some great talks. Keynotes I enjoyed all three keynotes. Mike Franklin's talk focused on AMPLab's research progress and the steady stream of artifacts they've assembled i...
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