The Sentiment Behind The Declaration of Independence
The American political season often conjures numerous references to the country’s origins from either side of the aisle. What better way to join in than by looking at the country’s birth using Data Science, the field that will dictate much of its future. I’ll do this by leveraging a... Read more
The Fund for Peace is a non-profit organization dedicated to preventing violence worldwide. One of their initiatives is the Fragile States Index (F.S.I), a yearly ranking of the stability of countries around the world. Each ranking is the sum of twelve factors rated on a scale of one (the... Read more
IBM’s Data Science Experience
Despite the backlash against Data Science’s hype, there is no doubt that the field is vital in our data filled world. It is no surprise that some leading companies are dashing to enhance their Data Science offerings. Within the past few weeks, IBM made the latest surge in this... Read more
Amazon Enters The Open-Source Deep Learning Fray
The Synergy Research Group’s last report of 2015 attributed 31% of the cloud computing market to Amazon’s Amazon Web Services (AWS), nearly four times as much as its nearest competitor, Microsoft. This would come as no surprise to any programmer, Data Engineer, or Data Scientist, AWS is a mainstay... Read more
Google’s TensorFlow framework spread like wildfire upon its release. The slew of tutorials and extensions made an already robust ecosystem even more so. Recently, Google released one of their own extensions. It’s called SyntaxNet, a TensorFlow based syntactic parser for Natural Language Understanding. SyntaxNet uses neural networks to model... Read more
No one can master every algorithm. However, there is a basic toolbox that every Data Scientist understands and uses. One of the algorithms in this toolbox is Principal Component Analysis – P.C.A for short. It is an unsupervised learning technique used in many different fields to handle high dimensional... Read more
Identifying Hate Speech
All the beauty of the internet age comes with its fair share of ugliness. Recently, a deluge of articles highlighting the dark side of Twitter has raised concerns for its future. As great as it is to engage with others on a variety of topics, as of late it’s... Read more
Within soccer’s nascent analytics movement, one metric dominates most discussions. It’s called Expected Goals or xG. Models for calculating xG differ, but the underlying concept is the same. In a nutshell, xG takes a shot’s characteristics – distance from goal, angle from goal, root cause, etc. – and assigns... Read more
Social media has fundamentally changed the way in which we interact with each other, and with the World Wide Web. Our web activities are now inherently social. We can keep in touch with close friends on facebook without ever needing to pick up a phone or get on a... Read more
Every week we bring you a selection of the best data science articles we find in Cyberspace. We start with high school students writings on AI, lessons learned by one of the leading Machine Learning expert, building bots without programming, an intro into probabilistic programming and take a look... Read more