Use Vectorization — a super fast alternative to loops in Python — Introduction Loops come to us naturally, we learn about Loops in almost all programming languages. So, by default, we start implementing loops whenever there is a repetitive operation. But when we work with a large number of iterations (millions/billions of rows), using loops is a crime. You might be stuck for…

Big Data, No Problem: Let’s Put Python on Steroids — Pandas is an essential tool for data processing and manipulation in Python. It offers a wide range of functions and methods that make it easy to clean, transform and analyze data. …

Unleash the power of Advance Pandas Functions! — Welcome to the blog on advanced data manipulation in Pandas! In this post, we will be diving into some of the most powerful and useful functions for manipulating and transforming data in Python. From summarising data to merging and reshaping it, these functions will help you take your data analysis…

Book vs Video Lectures In today’s digital age, there is a wealth of information available online, including video lectures and tutorials on a wide variety of subjects. While these resources can be incredibly valuable, they may not be the best choice for everyone. …

A Very Happy New Year. Let’s Do It! — Whenever we enter a new year, we reflect on the past and try to plan for the future. We make quite a few new year’s resolutions at the start of the year. But the study suggests that 80% of all new year’s resolutions die by February. Ok then, why are…

Level Up Your Visualisation Game! — Why Data Visualisations is a crucial skill? The human brain understands and interprets the visuals quite comfortably as compared to a spreadsheet filled with numbers. The information conveyed using the right visual stays with the audience for a long. So, for anyone working with data, the ability to create effective Data Visualizations is a must-have skill. It…

What can we expect in 2023 — Introduction We’re living in an age where data surrounds us. Each day, we create 2.5 quintillion bytes of data, so much that 90% of the world’s data was created in the last two years alone. And it’s not just humans creating all this data, but machines too. What’s driving AI and…

How Joey Tribbiani would respond to his wife asking him if he likes his job — An AI taking the world by surprise would have sounded like a fantasy movie or at least something that won’t happen anytime soon. But OpenAI — an AI research laboratory, has turned the odds by creating ChatGPT — a very powerful AI assistant. They are making some serious advancements in…