Ranking All 50 States by Average Credit Score of its Citizens
This article was contributed by Statistical Future. Whether you want it to or not, credit and its availability plays a major role in everyone’s life, whether or not you...
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Hybrid content-based and collaborative filtering recommendations with {ordinal} logistic regression (1): Feature engineering
I will use {ordinal} clm() (and other cool R packages such as {text2vec} as well) here to develop a hybrid content-based, collaborative filtering, and (obivously) model-b...
How Python & Tableau made an easy Data Analysis of Padma Shri Awards
Padma Shri (also Padmashree) is the fourth highest civilian award in the Republic of India, after the Bharat Ratna, the Padma Vibhushan and the Padma Bhushan. Awarded by ...
Is Hadoop Failing?
‘Hadoop Is Failing’ Article A recent LinkedIn post linking to an Innovation Enterprise article entitled ‘Hadoop Is Failing’ certainly got our at...
Customer Churn – Logistic Regression with R
Overview In the customer management lifecycle, customer churn refers to a decision made by the customer about ending the business relationship. It is also referred as los...
R and Python cheatsheets
I developed R and Python cheatsheets last year. The advanced R version is posted on RStudio Inc. website. Below links you can find these cheatsheets: For original artic...
Understanding Machine Learning: How machines learn?
“If (there) was one thing all people took for granted, (it) was conviction that if you feed honest figures into a computer, honest figures (will) come out. Never doubte...
Machine Learning – Can We Please Just Agree What This Means
Summary: As a profession we do a pretty poor job of agreeing on good naming conventions for really important parts of our professional lives. “Machine Learning” i...
Using Convolutional Neural Networks to detect features in sattelite images
In a previous blog post we have seen how to build Convolutional Neural Networks (CNN) in Tensorflow, by building various CNN architectures (like LeNet5, AlexNet, VGGNet...
Quantitative Alienation in the Workplace
For my graduate paper, I studied perceptions of workplace stress through the critical lens of social disablement. Writing this paper was certainly an intellectual exerc...