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

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

read more

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

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.

read more

Data Science Programming Use Iterators, Generators, and Generator Expressions

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

read more

Data Science Programming Object Oriented Programming Explained Simply for Data Scientists

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

read more

Programming How to Look like a 10x developer

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

read more

Programming Learning Resources How I cracked my MLE interview at Facebook

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

read more

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

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

read more

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

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.

read more

Deep Learning Computer Vision How I Created a Dataset for Instance Segmentation from Scratch?

Recently, I was looking for a toy dataset for my new book’s chapter (you can subscribe to the updates here ) on instance segmentation.

read more

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

Transformers have become the defacto standard for NLP tasks nowadays.

read more