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Machine Learning

Basic

• How to formulate a (science) problem and analyze it using Python code
• Mining social web APIs with IPython Notebook

Bayes

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Introduction

I often argue that the toughest thing about distributed systems is changing the way you think. The below is a collection of material I've found useful for motivating these changes.

Thought Provokers

Ramblings that make you think about the way you design. Not everything can be solved with big servers, databases and transactions.

• Harvest, Yield and Scalable Tolerant Systems- Real world applications of

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Easiest way

$ sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose

This will install scipy together with other packages on python that run on the system. If you're using pyenv, it won't work though because it couldn't find the packages.

Other way

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Multifaceted query

facet.field=level&facet.field=facility&facet.field=host&facet.field=program

facet.query=zulutime:[NOW-1DAY TO NOW]

fq=zulutime:[NOW-1DAY TO NOW]

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Simply

yum install syslog-ng-libdbi

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1. Generate a page hexo new page 'about'

2. In the theme's _config.yml You can add menu at the menu options like so

    menu:
      Home: /
      Archives: /archives
 About: /about