What is a Generative Adversarial Network?
This article was written by Hunter Heidenreich. Looking into what a generative adversarial network is to understand how they work. What’s in a Generative Model? Befor...
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Classification and Regression Trees
Learn about CART in this guest post by Jillur Quddus, a lead technical architect, polyglot software engineer and data scientist with over 10 years of hands-on experience ...
Learn #MachineLearning Coding Basics in a weekend – a new approach to coding for #AI
image source – wikipedia Update Hello all, The first book is posted on data science central here, and the community group is here. Please join the community so you...
Degrees of Freedom and Sudoku
This article is about Intuitive explanation of Degrees of Freedom and How Degrees of Freedom affects Sudoku. A lot of aspiring Data Scientists take courses on statistics...
The Challenges to Tackle Before You Start With AI
Artificial Intelligence and the technology behind it are growing at a furious pace. Marketers have realized its vast potential and are striving to extract the technology�...
Taming 1.5 Billion Rows of "Big Apple” Data
Diving into the many underlying trends throughout the entire 1.5 Billion rows of NYC Taxi data with Pivot Billion The age of data has arrived. With it, more and more data...
Cross-Validation: Concept and Example in R
This article was written by Sondos Atwi. What is Cross-Validation? In Machine Learning, Cross-validation is a resampling method used for model evaluation to avoid testi...
Finding insights with graph analytics
Originally posted here. From detecting anomalies to understanding what are the key elements in a network, or highlighting communities, graph analytics reveal...
One Shot Learning and Other Strategies for Reducing Training Data
Summary: Not enough labeled training data is a huge barrier to getting at the equally large benefits that could be had from deep learning applications. Here are five st...
A Blast from Python Past
I had an interesting discussion with one of my son’s friends at a neighborhood gathering over the holidays. He’s just reached the halfway point of a Chicago-a...