The Fundamental Statistics Theorem Revisited
In this article, we revisit the most fundamental statistics theorem, talking in layman terms. We investigate a special but interesting and useful case, that is not discus...
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Q&A: The Transformative Power of Big Data Paired with Data Science
Data analytics is a mature discipline at this point, and even those outside the data science world generally understand what it’s all about. Modern data science, howeve...
Avengers vs. Superman – What should a Data Science team be made of?
The shortage of data scientists is a hindrance to the widespread adoption of analytics across many industries. At the same time, the preponderance of multiple tools, tech...
Nate Silver Unskewing Election Polls In Trump’s Direction
This article was written by Ryan Grim. Ryan is the Washington bureau chief for The Huffington Post and an MSNBC contributor. He is a former staff reporter with Politico....
Data Scientist Skill Set
1 Background Data science is first and foremost a talent-based discipline and capability. Platforms, tools and IT infrastructure play an important but s...
Theano Tensors Explained in a Picture
Lately I’ve been doing some experiences with Theano and Deep Learning. One thing that I really thought could help is to understand the workflow of a Theano algorith...
Static & DYNAMICAL Machine Learning – What is the Difference?
In an earlier blog, “Need for DYNAMICAL Machine Learning: Bayesian exact recursive estimation”, I introduced the need for Dynamical ML as we now enter the “Walk�...
What are the greatest inefficiencies data scientists face today?
This article was written by Claudia Perlich. Claudia is a Chief Scientist Distillery and Adjunct Professor at NYU. She is also a Data Scientist at Quora. First of, let...
How Analytics and Data Science is Driving Business Acumen
Data science is getting huge, exponentially. The basic idea is that every online activity leaves a digital trace, which can be transformed into smart insights. Data scien...
Measuring Dependence of Variables with Confidence Intervals.
In this post I will sometimes use a term “variable” for “feature”(“predictor”“) or”outcome“(”predicted value“”). The question of variable dependen...