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Data Science A Layman’s guide to ROC Curves And AUC

By Rahul Agarwal 03 February 2021

ROC curves, or receiver operating characteristic curves, are one of the most common evaluation metrics for checking a classification model’s performance.

Programming Data Science Do you know about the Magic Methods in Python?

By Rahul Agarwal 03 February 2021

In my last post , I talked about Object-Oriented Programming(OOP). And I specifically talked about a single magic method __init__ which is also called as a constructor method in the OOP terminology.

Data Science Programming Use Iterators, Generators, and Generator Expressions

By Rahul Agarwal 28 November 2020

Python in many ways has made our life easier when it comes to programming.

Data Science Programming Object Oriented Programming Explained Simply for Data Scientists

By Rahul Agarwal 24 November 2020

Object-Oriented Programming or OOP can be a tough concept to understand for beginners.

Programming How to Look like a 10x developer

By Rahul Agarwal 13 November 2020

I love working with shell commands. They are fast and provide a ton of flexibility to do ad-hoc things.

Programming Learning Resources How I cracked my MLE interview at Facebook

By Rahul Agarwal 30 October 2020

It was August last year and I was in the process of giving interviews.

Data Science The Use of Machine Learning in Predicting Sports Match Outcomes

By Rahul Agarwal 22 October 2020

Out of all spheres of technological advancement, artificial intelligence has always attracted the most attention from the general public.

Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Programming Way

By Rahul Agarwal 10 October 2020

Transformers have become the defacto standard for NLP tasks nowadays. They started being used in NLP but they are now being used in Computer Vision and sometimes to generate music as well.