Machine Learning and Big Data
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Scooped by Marion Le Borgne
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Is Healthcare Big Data Ready For Prime Time?

Is Healthcare Big Data Ready For Prime Time? | Machine Learning and Big Data | Scoop.it
As large healthcare providers test the limits of big data analytics, many smaller groups question the value. (Is healthcare #BigData ready for prime time?
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When NoSQL Databases Are — Yes — Good For You And Your Company

When NoSQL Databases Are — Yes — Good For You And Your Company | Machine Learning and Big Data | Scoop.it
In this two-part series, I'll examine the capabilities of both NoSQL and relational databases to help you decide which is best for the needs of your group or organization.
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Recommending friends with MapReduce and Python

Recommending friends with MapReduce and Python | Machine Learning and Big Data | Scoop.it

I will describe some of the data models that we use and discuss our approach to algorithmic innovation that combines offline machine learning with online testing. For this task we use distributed computing since we deal with over with 140 thousand users. MapReduce is a powerful technique and we use it by writting in python code with the framework MrJob.

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MongoDB developers 10Gen tool-up NoSQL database • The Register

MongoDB developers 10Gen tool-up NoSQL database • The Register | Machine Learning and Big Data | Scoop.it
The Register: MongoDB developers 10gen tool-up NoSQL database http://t.co/2agVf7woPM
Marion Le Borgne's insight:

MongoDB San Francisco 2013

 

https://www.10gen.com/events/mongodb-san-francisco-2013

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GitHub Archive

GitHub Archive | Machine Learning and Big Data | Scoop.it
GitHub Archive is a project to record the public GitHub timeline, archive it, and make it easily accessible for further analysis.
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A Guide to Python Frameworks for Hadoop

A Guide to Python Frameworks for Hadoop | Machine Learning and Big Data | Scoop.it

In this post, I will provide an unscientific, ad hoc review of my experiences with some of the Python frameworks that exist for working with Hadoop, including:

Streaming,mrjob,dumbo,hadoopy,pydoop and others

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Artificial Intelligence in Motion: Introduction to Recommendations with Map-Reduce and mrjob

Artificial Intelligence in Motion: Introduction to Recommendations with Map-Reduce and mrjob | Machine Learning and Big Data | Scoop.it

I will present how can we use map-reduce programming model for making recommendations.   Recommender systems are quite popular among shopping sites and social network thee days. How do they do it ?   Generally, the user interaction data available from items and products in shopping sites and social networks are enough information to build a recommendation engine using classic techniques such as Collaborative Filtering.


Via Ashish Umre
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