Data Talkies

In this blog post, we’ll explore how to effectively use unit tests for a data science project using the Pytest framework. We’ll use the popular Iris dataset as an example to demonstrate how to write tests for data preprocessing, model training, and evaluation functions. [Read More]

We all have seen underscore symbol in Python. One of the most common uses of the underscore is as a placeholder variable. When iterating over a sequence or generating a range of values, there are often situations where the loop variable is not needed. In such cases, Python programmers opt... [Read More]

I’m currently reading The Art of Statistics by Sir David John Spiegelhalter and I’d like to discuss the concepts of odds and odds ratios. We encounter these terms frequently when discussing the likelihood of events, from the odds of winning a game to the effectiveness of medical treatments. [Read More]

Finally, after many procrastination, I have created my personal website where I can dump my thoughts, share my journey in the Data Science field and occasionally my travel stories. I hope you will find the my thoughts useful and would love to hear your feedback in the comments. Have a... [Read More]