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Probabilistic Modelling, Machine Learning, and the Information Revolution (2012) [pdf]

Building statistical models by visualization

Elasticsearch Indexing Performance Cheatsheet

Table of conjugate distributions

Common Probability Distributions

Avoiding Simpson's paradox in data analysis

Judge’s ruling spells bad news for U.S. cloud providers

Practical Rules for Using Color in Charts

Reactive Streams

The Irresistible Power of Storytelling as a Strategic Business Tool

An Architecture For Fast and General Data Processing On Large Clusters

Free lecture videos and problem sets by a Harvard professor on abstract algebra

Peter Norvig's 9 Master Steps To Improving A Program

You're Wasting Your 10,000 Hours

An approach to Machine Learning with Big Data

Dean Wampler on Scalding, NoSQL, Scala, Functional Programming and Big Data

Natural Language Processing in R

Big Data Platform as a Service At Netflix

Mesos, ZooKeeper, Chronos, Monit On AWS In 5 Minutes

We Recommend a Singular Value Decomposition

HTML Character Codes

Scalding For The Impatient

The Field Guide to Data Science

Machine learning using R

Infographic satire

Newsmap