Big Data Cookbook

Recent Tweets @jason_trost

Posts tagged "data mining"

Habakkuk: Finding Religious Tweets using Storm

Great blog post on mining the Twitter stream for religious tweets using Storm. Code on GH.

—Jason

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Polyglot Persistence and Query with Gremlin →

Great article on using Gremlin to query graph data in various datastores.

—Jason

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Machine Learning/Data Mining with Python and R

Just a handful of useful links I came across:

Machine learning and Data Mining - Association Analysis with Python
Getting Started with Pandas - Predicting SAT Scores for New York City Schools
Generating Labels for Supervised Text Classification using CAT and R
Introduction into NumPy *Text Classification and Feature Hashing: Sparse Matrix-Vector Multiplication with Cython

—Jason

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Big Data Graph Processing

Recently, I have noticed an uptick in blog posts and articles about big data graph processing.

Here are some useful links I have come across:

Signal/Collect is a framework for parallel graph processing
GraphChi-Java
PageRank in Pig with examples in GH
Mining GitHub Followers in Tinkerpop

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Large Scale Machine Learning Course at NYU →

This looks like a great resource for BigData Machine Learning and Data Mining.

I love it that so many courses like this are being made available for free.

—Jason

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