- Dublin, Ireland
-
12:51
(UTC) - in/udaisharma99
-
This project summarizes the findings of an A/B testing experiment comparing a Light Theme and a Dark Theme for a website. We investigated user behavior metrics to understand which theme might be mo…
Jupyter Notebook UpdatedApr 1, 2024 -
This project implements K-Means clustering to segment customers based on their annual income and spending score.
UpdatedMar 16, 2024 -
Human-Activity-Prediction Public
This project focuses on using sensor data to predict human activity and is based on the ExtraSensory dataset, created by Ph.D. students and staff at the Department of Electrical and Computer Engine…
python jupyter-notebook statistical-analysis data-analysis logistic-regression data-collection predictive-analysisJupyter Notebook UpdatedMar 15, 2024 -
Spam-Mail-Prediction Public
This project leverages Logistic Regression to analyze email content and distinguish between legitimate emails (ham) and spam.
UpdatedMar 15, 2024 -
In this repository, I aim to implement various machine learning models entirely from scratch using object-oriented programming (OOP) principles. Instead of relying on pre-built libraries like scik…
Jupyter Notebook UpdatedMar 15, 2024 -
Heart-Disease-Prediction Public
This project showcases the implementation of a Logistic Regression model for heart disease prediction, highlighting proficiency in data handling, model training, and evaluation using Python.
Jupyter Notebook UpdatedMar 13, 2024 -
This project investigated the behavior of a nonlinear harmonic oscillator solver and explained the observed loss of accuracy under certain conditions. It extended a linear harmonic oscillator solve…
python jupyter-notebook data-visualization computational-physics numerical-modelling model-validation qualitative-analysisPython UpdatedFeb 16, 2024 -
Falling-into-a-Black-Hole Public
This project investigates the nature of black hole singularities and the fate of an infalling observer. We explore the existence of strong and weak singularities, challenging the prevailing notion …
mathematica numerical-modelling advanced-mathematics qualitative-research quantitative-research complex-problem-solving analytical-skill1 UpdatedJan 31, 2024 -
This project aims to optimize the accuracy of critical size estimations by understanding and minimizing statistical fluctuations and transient effects. Once an optimal strategy is devised, the focu…
python jupyter-notebook computational-physics monte-carlo-simulation numerical-modelling object-oriented-programming neutron-transportUpdatedJan 31, 2024