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Shruti Roy

Shruti Roy

Hosting a Dash (Flask) App in AWS using Tmux & Gunicorn

Dash has recently gained a lot of traction among data scientists and python developers to create web based dashboards for visualization…

Jun 4, 2022

Hosting a Dash (Flask) App in AWS using Tmux & Gunicorn

Jun 4, 2022

Shruti Roy

Clustering IPL Cricket data using Self Organizing Maps

Self Organizing map, also called the Kohonen map was invented by Dr. Kohonen in the 1980s. The algorithm takes a dataset with a lot of…

May 22, 2022

Clustering IPL Cricket data using Self Organizing Maps

May 22, 2022

Shruti Roy

Implementing Gradient Descent in Python

This article will answer a few important questions about gradient descent that are frequently asked in Machine Learning Interviews. This…

Apr 17, 2022

Implementing Gradient Descent in Python

Apr 17, 2022

Shruti Roy

P-value explained with Squid Game

Warning: Spoilers for the TV show Squid Game Ahead

Nov 13, 2021

P-value explained with Squid Game

Nov 13, 2021

Shruti Roy

Designing A/B Tests for Online Experiments— Part 1

Some e-commerce giants have largely automated the the A/B testing process for product managers and analysts. However it is important to…

Nov 13, 2021

Designing A/B Tests for Online Experiments— Part 1

Nov 13, 2021

Shruti Roy

Shruti Roy

Masters in Data Science graduate from University of San Francisco. Over 6 years of experience in Analytics/Data Science industry. Loves solving problems

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