The project involves performing clustering analysis (K-Means, Hierarchical clustering, visualization post PCA) to segregate stocks based on similar characteristics or with minimum correlation. Having a diversified portfolio tends to yield higher returns and face lower risk by tempering potential losses when the market is down.

"Simulations for the paper 'A Review Article On Gradient Descent Optimization Algorithms' by Sebastian Roeder"

Using Python for data analyses of the online grocery shop Instacart to uncover sales patterns and reveal customer profiles.

Scipy_Basics

¡Bienvenido al repositorio de proyectos de análisis estadístico con Python! Este repositorio contiene una serie de proyectos prácticos que cubren diversos aspectos del análisis estadístico utilizando el lenguaje de programación Python.

KCL and KVL for the bridge circuit

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

Preapare a travel app. Add weather information and filter available data to identify potential travel destinations and nearby hotels

This project involved Data Engineering and Data Analysis where I designed the tables to hold data from 6 CSV files, imported the CSVs into a SQL database using PostgreSQL and wrote SQL queries to answer the given questions. A bonus analysis included creating some charts to analyze employee salary data.

Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts

KCL and KVL for the bridge circuit