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A Layman’s guide to ROC Curves And AUC
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.

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Do you know about the Magic Methods in Python?
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.

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Use Iterators, Generators, and Generator Expressions
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.

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Object Oriented Programming Explained Simply for Data Scientists
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.

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How to Look like a 10x developer
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.

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How I cracked my MLE interview at Facebook
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.

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The Use of Machine Learning in Predicting Sports Match Outcomes
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.

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Understanding Transformers, the Programming Way
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.

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How I Created a Dataset for Instance Segmentation from Scratch?
Deep Learning Computer Vision How I Created a Dataset for Instance Segmentation from Scratch?
By Rahul Agarwal 04 October 2020

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

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Understanding Transformers, the Data Science Way
Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Data Science Way
By Rahul Agarwal 20 September 2020

Transformers have become the defacto standard for NLP tasks nowadays.

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About Me

I’m a data scientist consultant and big data engineer based in Bangalore, where I am currently working with WalmartLabs .

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