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With over 4 billion subscribers, Viacom is focused on delivering amazing viewing experiences to their global audiences. Core to this strategy is ensuring petabytes of streaming content is delivered flawlessly through web, mobile and streaming applications. This is critically important during popular live events like the MTV Video Music Awards. Streaming this much video can...

This is a guest post from Chris Robison, Head of Marketing Data Science at Overstock.com. At Overstock.com we’ve never had a problem with a lack of data. At 19 years old, we have one of the most expansive user datasets in all of e-commerce. As Lead Data Scientist in Marketing, I can look back through...

High-profile cybersecurity breaches dominated headlines in 2017. In the first half of the year, over 1.9B records were stolen. That’s more than 7,000 records breached every minute. And the fallout from a single event can be staggering. Customer attrition, negative PR and regulatory fines amount to millions in financial losses. In fact, according to recent...

This is a guest post from Matt Hogan, Sr. Director of Engineering, Analytics and Reporting at McGraw-Hill Education. McGraw-Hill Education is a 129-year-old company that was reborn with the mission of accelerating learning through intuitive and engaging experiences – grounded in research. When we began our journey, our data was locked in silos managed within...

On July 13th, we hosted a live webinar — Accelerate Data Science with Better Data Engineering on Databricks. This webinar focused on the use of PySpark in transforming petabytes of data for ad-hoc analysis and generating downstream queries. In particular, we covered: Transforming TBs of data with RDDs and PySpark responsibly Using the JDBC connector...

This blog post is a joint engineering effort between Shell’s Data Science Team (Wayne W. Jones and Dennis Vallinga) and Databricks (Hossein Falaki). Introduction Apache Spark 2.0 introduced a new family of APIs in SparkR, the R interface to Apache Spark to enable users to parallelize existing R functions. The new dapply, gapply and spark.lapply...

This is a guest blog from EY Advisory Data & Analytics team, who have been working with Sporveien in Oslo building a platform for metro analytics using Apache Spark on Databricks. Sporveien is the operator of the Oslo Metro, a municipally owned Metro network supplying the greater Oslo area with public transportation since 1898. Today,...

Introduction: What is MediaMath? MediaMath is a demand-side media buying and data management platform. This means that brands and ad agencies can use our software to programmatically buy advertisements as well as manage and use the data that they have collected from their users. We serve over a billion ads each day, and track over...

iPass is the world’s largest Wi-Fi provider, yet we don’t own a single hotspot. You can think of us as the Uber of Wi-Fi. And though it may sound simple, it is actually quite complicated. That is because integrating more than 160 commercial Wi-Fi providers from around the world into a single network is difficult....

Today, 96% of U.S. health care providers use electronic health records (EHRs) - up from 10% in 2008. When I was a clinical intern, paper charts were the norm. Today, we practice medicine in a data-driven world. Large payers, such as Medicare and health insurance companies, would like to see providers leverage clinical data in...