Regression, Logistic Regression and Maximum Entropy
One of the most important tasks in Machine Learning are the Classification tasks (a.k.a. supervised machine learning). Classification is used to make an accurate predicti...
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How to forecast using Regression Analysis in R
Regression is the first technique you’ll learn in most analytics books. It is a very useful and simple form of supervised learning used to predict a quantitative respon...
The Curse of #DataViz
With the wide array of amazing data visualization tools out there – SAP Lumira, Qlik, Domo, Tableau – you would think that the world has moved towards a graph...
15 Most Controversial Data Science Articles
These articles were controversial in the sense that they highlighted the differences between data science and other disciplines, at a time when many believed that data sc...
Boost Your Productivity With Amazon Web Services
During the last few years, the hottest word on everyone’s lip has been “productivity.” In the rapidly evolving Internet world, getting something done fast always ge...
Fit the Chart to the Story, Not the Data
“Hey, Andy, check out this data I have. What’s the best chart to show it?” I get asked this question a lot. My answer is always the same: It depends. Th...
R, Python, Machine Learning, Dataviz: Most Popular Resources
A simple way to find great articles and resources on popular subjects such as data science, machine learning, deep learning, Python, R , data sets, dataviz, IoT, AI ̵...
When Data Viz Trumps Statistics
Summary: Which is the most critical element in data exploration, statistics or data visualization? The answer is a little like the lyric ‘love and marriage, you can...
Big Data and Data Science. Some reflections on compensation levels
Guest blog post by Harry Powell, Head of Advanced Data Analytics at Barclays. I was at a meetup in Oxford recently and one of the speakers, the CEO of a tech start-up, b...
Big Data Knows Where Your Cat (and Kids) Live?
We all know the Internet loves cats. Cats that eat cheezburgers, cats that dance, cats that play piano… And cats that can tell strangers where you live. OK, the cat’s...