This repository has scripts that are part of the programming assignments of the course Linear and Generalized Linear Models taught at FME, UPC Barcelonatech.

Performed Statistical Analysis and implemented data mining techniques on large business data sets, to identify patterns. Analyzed the transactional, customer, product and forum data, to determine correlations. Developed Predictive Model using Regression analysis to predict the future sales of products. Text Mining analysis was done on the user c…

The linear regression line of Alcohol vs Color_intensity of a Wine recognition data obtained from the Donald Bren School of Information and Computer Sciences - UCI webiste of Machine Learning.

The dataset here is a sample of the transactions made in a retail store.

Testing different models for the linear regression model with one estimator and heteroskedacity in data

In this project I did exploratory data and geopolitical analysis to come up with a machine learning model which uses multilevel model stacking to predict the fare based on pickup points and drop off points.

Analysis Pipeline for Linear Regression Analysis

Statistika a pravděpodobnost - Projekt

The entire research tends to unravel the complexities of open data, using spatial tools and techniques air quality as been assessed.

Gráficos, analise de sinais e sistemas e exercícios em Python

Melbourne Housing Price Prediction

Financial Analytics of Stock Returns during Covid-19 Pandemic in 2020

Built neural networks (NNs) and Regression models for supervised learning. The NN task is formulated as multi-class classification problem for hand-written images, and the goal is to model the relationship between an image’s content and label. Also uses knowledge on Regression models to predict housing prices in Boston to develop Machine Learnin…

This project conducts price analytics and suggests optimal prices for Kellogg's cereals that would solidify Kellogg's market dominance.

project on "regression to the mean" effect - linear regression analysis

Econometrics models and analysis.

This repo contains exercises for Machine Learning Regression Methods.

Multicollinearity in Regression Analysis