Shruti RoyHosting a Dash (Flask) App in AWS using Tmux & GunicornDash has recently gained a lot of traction among data scientists and python developers to create web based dashboards for visualization…Jun 4, 2022Jun 4, 2022
Shruti RoyClustering IPL Cricket data using Self Organizing MapsSelf 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, 2022May 22, 2022
Shruti RoyImplementing Gradient Descent in PythonThis article will answer a few important questions about gradient descent that are frequently asked in Machine Learning Interviews. This…Apr 17, 2022Apr 17, 2022
Shruti RoyP-value explained with Squid GameWarning: *Spoilers for the TV show Squid Game Ahead*Nov 13, 2021Nov 13, 2021
Shruti RoyDesigning A/B Tests for Online Experiments— Part 1Some e-commerce giants have largely automated the the A/B testing process for product managers and analysts. However it is important to…Nov 13, 2021Nov 13, 2021