Raunak Sinha

Dec 16, 2024 | cell.com | William Grimes |David Berson |Adit Sabnis |Mrinalini Hoon |Raunak Sinha |Hua Tian | +1 more

Sep 14, 2024 | medium.com | Raunak Sinha

Titanic dataset is perhaps one of the most popular datasets to start your machine learning journey. The dataset has 819 rows representing basic data on passengers onboard Titanic and whether or not they survived the disaster. The goal of the challenge is to prepare a model which can predict whether a passenger survives on a test dataset. Before implementing a Stochastic Gradient Descent (SGD) model, it is advisable to thoroughly explore and familiarize ourselves with the dataset.

Aug 8, 2024 | medium.com | Raunak Sinha

More then ever the world is abuzz with Artificial Intelligence (AI). While traditional Machine Learning (ML) was always a part of our everyday life, Generative AI (GenAI) technologies have transformed the landscape in ways never seen before. What chat bots can do today may seem like “magic” and indeed there is some magic to it. But at the very core, every “magical” AI technology deploys what mathematicians call “Gradient Descent”.