Python Multi-Threading vs Multi-Processing
There is a library called threading in Python and it uses threads (rather than just processes) to implement parallelism. This may be surprising news if you know about t...
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So 97% of Countries Have Open Data – But is That the Whole Story?
Our world is fuelled by information, today more than ever before. Social media, technology, the internet at large – all of these contribute to a curious society who wil...
Using Hypothesis Development Canvas to Predict Golden State Warrior Victories
The third annual University of San Francisco (USF) MBA class Golden State Warriors analytics exercise provided an opportunity to test the students’ ability to “Think ...
Grouping Points: Drawing polygons around groups of points in ggplot
This article was written by Luis Verde Arregoitia on his personal research page. For various kinds of analyses, we often end up plotting point data in two dimensions for...
21 Statistical Concepts Explained in Simple English – Part 4
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
The Word2Vec Algorithm
This article is an excerpt from “Natural Language Processing and Computational Linguistics” published by Packt. Introduction Arguably the most important application o...
The Startup Founder’s Guide to Analytics
This article was written by Tristan Handy. This post is about how to create the analytics competency at your organization. It’s not about what metrics to track (there a...
The Two (Conflicting) Definitions of AI
Summary: There are two definitions currently in use for AI, the popular definition and the data science definition and they conflict in fundamental ways. If you’re ...
Data Analytics. AI. ML. What’s the Difference?
There are transformative technologies in the world today with consistent effect and reliability in their promise to alter or change the ecosystem. Industries have transfo...
True Automation Needs the Master Technology Solution: A Data Scientist’s Perspective
The information technology (IT) infrastructure in traditional organizations, particularly in the insurance industry, typically contains three components: 1) the legacy sy...