In this project, I will show how you can use web scrapers to search for jobs online. Web scraping is the process of extracting relevant data from online data sources. You can use web scrapers to build datasets when there is no public data available or search for specific information. …

Prerequisites For this article, I used a python environment created with Anaconda. The backbone of the environment is Python version 3.7.6 and the analytics were done with jupyter-notebook. Jupyter-notebook is an interactive web wrapper for Python and other programming languages. The project is hosted here. Github project structure ├── environment.yml ├──…

“In the beginning was the Word, and the Word was with God, and the Word was God. He was in the beginning with God. All things were made through him, and without him was not any thing made that was made.” Before we learn how to run we must learn…

This project describes a data acquisition and analytics pipeline based on Jenkins, Python and Gogs (a private Github repo). Jenkins, a CI/CD tool mostly used in DevOps, will automate the complete process. Python scripts will do the heavy lifting. When triggered by Jenkins the scripts will pull the data and…

A shared article on Facebook started everything. It was enough to let my imagination loose. The report was assessing the COVID-19 resolution based on different levels of isolation. Obviously as you might have guessed the best solution would be total isolation/quarantine. In theory, a solution like this is possible. However…

If Jordan Petersen was a movie critic or Jung for that matter, I think they would similarly review the movie… I guess there are “different layers/lenses” you can judge the film across. One might judge the film across different dimensions. From a performance standpoint, Joaquin Phoenix is the best Joker. It’s not Heath Ledger’s performance, nor Jack Nicholson’s. From my point of view, the fascination with Heath Ledger’s Joker could…

Imagine that you’ve built a system for a specific purpose. Let’s say it’s for monitoring or data analysis, but you need some data to prove it works. The data you are looking for is “nowhere to be found”. …

If you like doing SQL queries now, you should have appreciated algebra and set operation more… I was never really good at mathematics in general; nevertheless, I had my moments. I had good results when I put my mind to it. But I never really got along with algebra, it…

CDRs (Call Detail Records) are broadly used in the Telecom industry for billing as well as troubleshooting purposes. These records provide a wealth of information for billing, traffic profiling, or isolating an issue. A subscriber must pay for the type, and amount of services he used. Before a subscriber sends…