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Scrape Bangkok condominium listing from hipflat.com and compare ML performance

Generalized Ridge Trace Plots for Ridge Regression

The purpose of this paper is to analyze how and how much a film's attributes affect its rating, using several regression techniques.

Data science Mini projects

Sports Analytics in R (Regularization and DecisionTree based approaches for Regression problems)

Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python

Sports Analytics in Python

A MLR algorithm that analyzes diabetes data in African Americans to predict a diabetes diagnosis

Created a loan default classification model at the point of granting a loan

R Markdown Notebook- Data Analysis and Regression Models in R

Regression Analysis of Used Car Prices

This repository contains the code and data necessary to reproduce the results presented in the paper "Ridge Regularization for Spatial Auto-regressive Models with Multicollinearity Issues" submitted to Advances in Statistical Analysis (AStA).

Machine Learning: Regression - University of Washington

Using Ridge Regression & Simple Linear Regression to predict Delivery time

Heavy Machinery Auction Prices Predictive Modeling

A data-based approach to analyse and compare prices and characteristics of Airbnbs listings in Montreal and Toronto and identify the key factors affecting their prices.

Price diamonds using regression and decision tree models

Penalized linear regression modeling in R and application to life expectancy data