GitHub Profiler: A Tool for Repository Evaluation
Contributed by Evan Frisch. GitHub hosts over 84 million repositories, a number that continues to grow rapidly. Software developers must consider a number of important...
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Cleantech in the News: Scraping and Analysis of Online Articles
Contributed by Thomas Kassel. He enrolled in the NYC Data Science Academy 17-week remote bootcamp program, taking place from January to April 2017. This post is base...
Machine-Learning with Renthop
Contributed by David Letzler, Kyle Gallatin and Christopher Capozzola They enrolled in the NYC Data Science Academy 12-week full time Data Science Bootcamp program tak...
IBM Watson Does Your Taxes: Question Answering Machine versus Expert System
Summary: IBM’s Watson now to do your taxes at H&R Block? This is a good opportunity to explore the differences between Question Answering Machines (Watson) and ...
How to Clean Your Data Quickly in 5 Steps
Let’s face it – cleaning data is a waste of time. If only the data had been collected and entered carefully in the first place, you wouldn’t be faced with days of d...
Yet another introduction to Neural Networks
There are many great tutorials on neural networks that one can find online nowadays. Simply searching for the words “Neural Network” will produce numerous results on...
The Data Science Behind AI
Summary: For those of you traditional data scientist who are interested in AI but still haven’t given it a deep dive, here’s a high level overview of the data scien...
Book: Python Data Science Handbook
Jupyter notebook content for my OReilly book, the Python Data Science Handbook. This repository contains the full listing of IPython notebooks used to create the book, i...
Gaining the Context from the Deconstruction of Metrics
I find myself habitually using the term “metrics.” When I first started blogging, I normally used this term only in reference to performance metrics. These ar...
New Book: Analytics — How to Win with Intelligence
Learn how big data and other sources of information can be transformed into valuable knowledge – knowledge that can create incredible competitive advantage to prope...