Recently Kaggle master Kazanova along with some of his friends released a "How to win a data science competition" Coursera course. The Course involved a final project which itself was a time series prediction problem. Here I will describe how I got a top 10 position as of writing this…

Introduction

This is an analysis of the Kaggle 2018 survey dataset. In my analysis I am trying to understand the similarities and differences between men and women users from US and India, since these are the two biggest segments of the respondent population. The number of respondents who chose something other than Male/Female is quite low, so I excluded that subset as well.

The complete code is available as a …

It's been few months since I started using docker containers for my data science experiments. Docker Containers are becoming very popular these days for reproducible experiments. 

The Motivation

I bought a new laptop during Thanksgiving shopping. It was a good deal for a Windows laptop ( Windows 10 Pro). I started trying to setup Docker in Windows and soon realized that it will be a long learning curve. Fortunately for me, my old laptop was still in good…

In today's blogpost, we take a look at the crime statistics in Philadelphia, investigation from a "data scientist" perspective, so as to speak. This is my attempt at presenting crime in Philadelphia area from a data visualization perspective. Please feel free to add your thoughts and feedback in the comments section.

The…