Table of Contents

Fundamental data science concepts you should know — If you are starting a data science career and you do not have a better understanding of the following 3 concepts, you are going to face a lot of problems. Today, you will briefly learn 3 concepts that solidify your career as a data scientist. Probability Vs Likelihood Probability quantifies anticipation (of an…

How to scrape HTML tables from any website using pandas — If you have read my previous blog, “Go Beyond CSV: Data Ingestion with Pandas,” then you might have guessed how we can scrape HTML tables from any website without BeautifulSoup, Selenium, Scrapy, or any other web scraping tools. If you are a beginner trying to learn web scraping or an…

It only takes a minute or much less if you’re a pro at copying and pasting — If you are reading this, I’m guessing you’d like a quick and simple solution to convert your Medium article to markdown so you can publish it on GitHub or your next blog. You may have attempted to convert your Medium posts to Markdown using a Chrome Extension and/or a command-line…

Data will not always come to you in CSV — If you are a complete beginner or think of yourself as a beginner to data engineering or data science, then you are totally familiar with the Jupyter notebook and the following command. #importing dataset df = pd.read_csv(“path/filename.extension”) Then you know how to acquire data in CSV (Comma Separated Values). After…

Yes! completely FREE — If you are considering a career in the field of data, or if you have limited experience and want to learn more about it, this blog is for you. Continue reading! Data engineers are on the front lines of data strategy. I have a lot of practical data science experience…

Data visualization is not a new notion. We have been using maps for more than 8,000 years. A map is also a visualization based on geographic data. In the past, it was rare to…

A piece of cake to share your notebooks Jupyter notebooks are my favorite. They are the crucial tool in my daily workflow as a data scientist as they serve multiple functions, including documenting what I’ve tried in my pet project, as well as serving as a self-reference format for the…

If you can’t find it, create it yourself — Have you ever faced a situation where you feel like you want to create one dashboard or do a quick brush up data analysis project but have stopped by not having a data set at hand? There are lots of data set finding portals, but sometimes you do not find…

Not an anti-pie chart guy. — Eight days ago, one of the old clients messaged me on LinkedIn and shared her income and expense excel dashboard designed by one of the freelancers. She said that the freelancer had used pie charts in most of the designs. She was not happy with that, as at first glance…