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]

Currently, I am reading the book The Art of Statistics by Sir David John Spiegelhalter and wanted to touch on the Odds and Odds ratio. We see these concepts everywhere, odds of an event, odds of winning something. The definition of Odds is: Chance of an event happening / Chance... [Read More]

I wanted to create a simple app which can let you analyze multiple public datasets at one place and build a prediction pipeline. Here is a Streamlit app which has the mentioned functionality: End to End ML app

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]