This blog will take you through an end to end Telecom churn prediction application. Concepts like feature importance, data visualization, data loading from MySQL workbench, One Hot Encoding, different model performances and their comparison, model deployment on local machine using Flask and UI creation using HTML-CSS

Well, in my


Refer to this blog for data visualization, data cleaning, model building, model dumping, and also how to render your results with Flask on a web page..

Screenshot from my Jupytr Notebook!

So called “ Machine Learning Enthusiasts ” these days get an ear to ear grin whenever they train a model and get a good…


Refer this blog if you are a NumPy beginner or someone who’s looking back to revising NumPy. Post also includes some advance NumPy topics like vectorization, broadcasting, NumPy Methods cheat sheet etc !

Photo by Markus Spiske on Unsplash

What’s Numpy ?

For starters, Numpy is short for Numerical Python. According to “numpy.org”,


Python untold

Photo by Clément H on Unsplash

According to IEEE Computer Society, for year 2020 Python continues to be the best programming language which a developer should know. Whether it’s web development, GUI desktop app or a ML-pipeline, python turns out to be common stop shop.

I won’t dare myself to jump into python vs other languages…


Photo by Benjamin Voros on Unsplash

As I was thinking about appropriate topic for my first Medium post, there came an opportunity from a company (name cannot be disclosed) with a business problem. We were mailed a dataset and on a zoom call we were given instructions to solve the problem. This blog post discusses Twitter…

Puneet Gajwal

A Data Science Enthusiast who believes world is about to get transformed by A.I, we better keep up ! Initiate contact on puneet.gajwal99@gmail.com !

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