A Common Data Analysis Pattern with a Simple Solution in R
It seems that much of the data analysis work I’ve done over the last few months has followed a “script”. First, identify data, often government-sponsore...
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What is an Analytics Translator and Why is the Role Important to Your Organization?
Today, enterprises recognize the critical value of advanced analytics within the organization and they are implementing data democratization initiatives. As these initiat...
Book: Artificial Intelligence with Python
Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you. About This Book Step into the amazing world of inte...
Difficult Probability Problem: Distribution of Digits in Rogue Systems
I recently posted a table summarizing probabilistic properties of digits in various number representation systems, see here. The topic is already rather difficult for w...
Topology Data Analysis (TDA)
Topology is the branch of pure mathematics that studies the notion of shape. In the context of large, complex, and high dimensional data sets, topology takes on two mai...
15 Great Articles About Decision Trees
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Foolproof R package Install
The number of R packages associated cool new tricks available continues to grow every month. To understand the current state of R packages on CRAN, I ran some code pro...
Text Classification: Applications and Use Cases
Text analysis, as a whole, is an emerging field of study. Fields such as Marketing, Product Management, Academia, and Governance are already leveraging the process o...
A new kind of pooling layer for faster and sharper convergence
This article was written by Sahil Singla. Introduction: In the max-pooling layer (used in almost all state of the art vision tasks and even some NLP tasks) you throw away...
Double-Yolk "Bayesian Egg": Bayes, Frequentist and a 250 years-old puzzle
The Backdrop. Bayesians and Frequentists have long been ambivalent toward each other. The concept of “Prior” remains the center of this 250 years old tug-of-war: fre...