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Beginner's Guide on Web Scraping using Python

When it comes to web scraping, you have to keep in mind that it is not the coding skill rather cunning observations will get you results. Sometimes the data you get comes in a straight forward way, other times the website does not want you to crawl itself. …

Hugo: Get (Almost) Perfect Score in Google PageSpeed Insights

You will see many Hugo themes boast perfect scores on Google PageSpeed Insights(PSI). To be honest, most of them are not as pretty as others and lack a significant amount of JavaScript(or no JavaScript at all). But, it does not matter anymore. Because you …

Implement Progressive Web App in Hugo using Github Actions

We all know or heard of Progressive Web Apps. I wanted to implement it because it enables web applications workable in offline, like a native app. Also it provides content faster by caching them. With help of github actions and gulp, we can easily add it …

Hugo: Add Table of Contents Anywhere in Markdown File

Hugo provides a built-in module named {{ .TableOfContents }} to generate table of contents. It is pretty handy because it generates the table of content without help of any JavaScript or CSS code. But there is a problem with it, you need to put it inside …

Reduce Build Time for Docker Image with Data Science Packages

If you want to use data science packages like numpy, scipy, pandas etc with your docker container and using pip to install them, then it will take forever to build the images. Because pip compiles the C extended code and that compilation needs a lot of …

Create a Web App with JWT Authentication in 10 Minutes using Django

Let us say, you need an authentication service in a rush, which needs to be cutting edge and uses JWT based authentication. Or you need a stand alone authentication service to be plugged in with other microservices. Do not worry, you can create one in 10 …

Run a Build in AWS CodeBuild When a Git Tag is Pushed

AWS CodeBuild has nice integration with different Git repository hosting service providers(like GitHub, BitBucket, even amazon’s own CodeCommit etc). Even using WebHook is pretty easy. You can start a build in CodeBuild for every push, pull, PR …

Hugo: Use Environment Variable in Markdown Files

Hugo is a fantastic framework to generate static site from markdown and serve them. Using environment variables in templates is a breeze but using them in markdown files can be a bit tricky. You need to use custom shortcodes as workaround to resolve this …

Find Best Neighborhood to Fight Pandemic in NYC - Results

Disclaimer: this article has been generated as part of IBM Data Science Professional Certificate course’s final submission. This report consists of three parts: business problem and data preparation, methodology, visualization and results. In this …

Find Best Neighborhood to Fight Pandemic in NYC - Methodology

Disclaimer: this article has been generated as part of IBM Data Science Professional Certificate course’s final submission. This report consists of three parts: business problem and data preparation, methodology, visualization and results. In this …