Fun with maps: Part 1
I love maps. It’s not just a nerdy thing. Map are very helpful visualization tools for a lot of questions from business. Of course, there are number of standard BI tool...
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Kaggle's Rachel Tatman on what to do when applying deep learning is overkill
Deep Learning an emerging branch of machine learning, has garnered a lot of recognition in the field of technology over the last decade. It is regarded as a game-changer ...
Why including effect size and knowing your statistical power are important
I’m unsure if it is a common misconception, but I know I used to believe that the only thing needed to present findings from statistical analysis was a P-value less tha...
Gartner and Forrester Begin to Weigh in on Automated Machine Learning (AML)
Summary: AML has been around since at least 2016 but only in the last year have Gartner and Forrester begun to offer their opinions. Here’s where we stand. This has...
Introduction to Markov Chains
This article was written by Devin Soni. Markov chains are a fairly common, and relatively simple, way to statistically model random processes. They have been used ...
Why Artificial Intelligence Research is Still Relevant
As a college student, you will often be required to submit a written research paper in whatever field. For such a paper, you will have to analyze different data and come ...
Dynamics 365 vs. SAP Business One: All You Need to Know
Enterprise Resource Planning (ERP), which is a buzzword these days, derives its name from its predecessor, Manufacturing Resource Planning (MRP II) and is now helping to ...
Parametric and Non Parametric Bootstrap, Traditional Parametric: Comparison in One Picture
This picture compares two different types of bootstrap (parametric and non-parametric) with their traditional counterpart. References Which Bootstrap When? Introduction t...
Alternatives to the Gradient Descent Algorithm
Gradient Descent has a problem of getting stuck in Local Minima. The following alternatives are available. The following is a summary of answers suggested on CrossValided...
Recessions, Big Data, Data Science and Liberating Power of “Own It”
There, I said it. I said the “R” word. And no, I’m not talking the political “R” word. I’m talking about the potential of a… r-e-c-e-s-s-i-o-n. Ther...