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Big Data, Analytics and Machine Learning
Collection of articles on big data, analytics and ML
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Hadoop: My Experience with Cloudera and MapR

Hadoop: My Experience with Cloudera and MapR | Big Data, Analytics and Machine Learning | Scoop.it
A few months back we started to endeavor on a new Hadoop cluster @ medialets
We have been live with Hadoop in production since April 2010 and we
are still...
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Where will you be this time tomorrow? Smartphone data can guess within 20 metres

Smartphone data from 200 volunteers correctly predicted where users would be 24 hours later, often within 20 metres.
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Because Hadoop isn't perfect: 8 ways to replace HDFS

Because Hadoop isn't perfect: 8 ways to replace HDFS | Big Data, Analytics and Machine Learning | Scoop.it
Hadoop is on its way to becomig the de facto platform for the next-generation of data-based applications, but it's not without some flaws.
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Natural Language Processing with Hadoop and Python

Cloudera offers enterprises a powerful new data platform built on the popular Apache Hadoop open-source software package.
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Hama - a Bulk Synchronous Parallel computing framework on top of Hadoop

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Building High-level Features Using Large Scale Unsupervised Learning

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“Data Science for Live Music”

Presentation by Phil Cowans Chief Architect @Songkick at Data Science London 28/05/12...
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Hadoop Beyond MapReduce, Part 1: Introducing Kitten

Hadoop Beyond MapReduce, Part 1: Introducing Kitten | Big Data, Analytics and Machine Learning | Scoop.it
Cloudera offers enterprises a powerful new data platform built on the popular Apache Hadoop open-source software package.
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The State of Online Music Discovery

The State of Online Music Discovery | Big Data, Analytics and Machine Learning | Scoop.it
Choosing music that someone else would like is more complex than suggesting toaster ovens or even movies. The reasons we like a song are highly subjective and can hinge on very specific, sometimes subtle characteristics.
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Netflix Recommendations: Beyond the 5 stars (Part 2)

Netflix Recommendations: Beyond the 5 stars (Part 2) | Big Data, Analytics and Machine Learning | Scoop.it

Predicting movie ratings accurately is just one aspect of our world-class recommender system. In this second part of the blog post, we will give more insight into our broader personalization technology. We will discuss some of our current models, data, and the approaches we follow to lead innovation and research in this space.

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Moneyball 2.0: How Missile Tracking Cameras Are Remaking The NBA

Moneyball 2.0: How Missile Tracking Cameras Are Remaking The NBA | Big Data, Analytics and Machine Learning | Scoop.it
The technology was originally developed to track missiles.
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‘Good uni: Quality nightlife’. How harvesting tweets opens up a new world of valuable qualitative data | Impact of Social Sciences

‘Good uni: Quality nightlife’. How harvesting tweets opens up a new world of valuable qualitative data | Impact of Social Sciences | Big Data, Analytics and Machine Learning | Scoop.it
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Robo-Pricing

Robo-Pricing | Big Data, Analytics and Machine Learning | Scoop.it
There was something of a kerfuffle recently when it became public knowledge that travel website Orbitz were recommending different price ranges of hotels based on the user's operating system.
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Everything you need to know about Machine Learning in 30 minutes or less hilarymason.com

Everything you need to know about Machine Learning in 30 minutes or less hilarymason.com | Big Data, Analytics and Machine Learning | Scoop.it
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How iTunes Genius Really Works - Technology Review

How iTunes Genius Really Works - Technology Review | Big Data, Analytics and Machine Learning | Scoop.it
An Apple engineer discloses how the company's premier recommendation engine parses millions of iTunes libraries.
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The Data Science Interview: Edwin Chen, Twitter

The Data Science Interview: Edwin Chen, Twitter | Big Data, Analytics and Machine Learning | Scoop.it
I don’t do pure research—my analysis enables real-world functionality Currently mining terabytes of tweets as a data scientist with Twitter, Edwin Chen studied math and linguistics at MIT and then ...
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When Hadoop isn’t fast enough: The Argument for Storm

Big Data is a Big Deal, and Hadoop is arguably the driving force in Big Data.  But as awesome as Hadoop is – and it is quite awesome – it’s incomplete.  For many things, Hadoop&#8...
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Demographic Prediction Based on User’s Browsing Behavior

Paper on predicting the user demographic based on browsing behavior

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Red Hat’s Data Grid 6 Challenges Hadoop on Big Data

Red Hat’s Data Grid 6 Challenges Hadoop on Big Data | Big Data, Analytics and Machine Learning | Scoop.it
Red Hat’s addition of Data Grid 6 to its JBoss family of products cements the company’s position as a major datacenter player.
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