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...
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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...
The Oldest AI
Summary: What are the earliest seeds of artificial intelligence? To whom do we owe thanks for starting us down this path? Many modern researchers to be sure, but th...
How to Use Data Science to create Personalized Email Campaigns
Data has been preserved in various formats for a long time. After the boom of computers and electronic, most of the data storage migrated to the digital domain. And in th...
New Coursera Data Science Classes
This article is an introduction of 5 courses in Data Science Specialization from Coursera, developed and taught by leading professors. Coursera is an educational technolo...
What Can You Do with a Career in Data Science? — Infographics
With the innumerable amounts of data generated in the technology era, data scientists have become an increasingly needed vocation. The US just named its first Chief Data ...