February 13, 2021

Python testing tutorial using pytest

Testing your code brings a wide variety of benefits. It increases your confidence that the code behaves as you expect and […]
February 8, 2021

Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP) Simply explained

Maximum Likelihood Estimation (MLE) and Maximum A Posteriori (MAP) estimation are method of estimating parameters of statistical models. Despite a […]
December 18, 2020

How to determine epsilon and MinPts parameters of DBSCAN clustering

Every data mining task has the problem of parameters. Every parameter influences the algorithm in specific ways. For DBSCAN, the […]
November 24, 2020

A review on Deep learning based recommendation systems

Source: https://jameskle.com/writes/rec-sys-part-2 INTRODUCTION The number of research publications on deep learning-based recommendation systems has increased exponentially in the past recent […]
May 9, 2020

Installing g++ (C++ Compiler) on Windows

Follow these steps to install g++ (the GNU C++ compiler) for Windows. There is no room for creativity here; you must […]
April 26, 2020

Common behavioral questions in job interviews

1. Getting to Know You What motivates you at work? Describe what your preferred supervisor—employee relationship looks like. What two […]
April 26, 2020

A good LinkedIn profile checklist

Here is a list of rules to make your LinkedIn profile professional: General Criteria Meet Specification Overall, profile is professional, […]
February 21, 2020

Walkthrough of an exploratory analysis for classification problems

In this post I outline how to perform an exploratory analysis for a binary classification problem. I am going to […]