Before getting into the matter, a short piece of advice about consuming information via blogs.

There are two ways to consume information via blogs:

  1. Quickly skim through the headings/bullet points.
  2. Read the entire article.

The problem with the first approach is that the information is just as gone as you gain. I recommend the second approach if you are looking to expand your knowledge. Not just for this post but for any information you are interested to consume.

Okay, enough of that!

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Coming from a school where the students were brutally divided into sections only based on the grades, did…


Let’s understand the intuition behind the role of an intercept in regression models.

The caveat for this article is that you are familiar with the simple equation of a straight line y = mx + c.

However, to understand how it plays a role in regression problems, the familiarity with regression models such as linear regression is required.

Well, there are way too many articles to help us understand what regression models are and how linear regression’s been traditionally popular. However, if you want to understand the same at a granular level, there are very few. Furthermore, there’s no one…


Crisis is an opportunity that cannot be wasted!

Such has been the current trend due to the worst ever pandemic that’s hit the planet in the last 100 years. We all are staying home more than ever. There’s no chance of happily going to a bar on a Friday night or as simple as watching your favorite movie in a nearby theatre or for a matter of fact even have a peaceful visit to a temple/church/mosque. …


I’ve ever been a silent reader here. This time I decided to write on this topic because I could not find a comprehensive guide on how Aspect Based Sentiment Analysis can be done. So, hoping that this could serve the purpose.

The first half of this article consists of the general intuition and the remaining half is of the technical details with code.

Alright! Let’s get started.

Well, by now, there are thousands of firms round the globe using Sentiment Analysis to understand the voice of the customer. In my personal opinion, it’s ubiquity will only increase with time.

To…

Kaushik Jagini

I write about my work and life in general! || Data Scientist || Deloitte India || NLP || Learner || Ex-Toastmaster || Ex-AIESECer || Fitness Enthusiast

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