This repository contains a project I completed for an NTU course titled CB4247 Statistics & Computational Inference to Big Data. In this project, I applied regression and machine learning techniques to predict house prices in India.

My Python learning experience 📚🖥📳📴💻🖱✏

Introductory-level EDA on UN Happiness Report and World Bank Metrics from 2019

Here I have collected two scripts written in Python and SQL, designed for analyzing data related to physiological parameters derived from experimental measurements. These tools were created to expedite the statistical analysis process, extracting and sorting data from tabular-format datasets, in my specific case studies.

Explore multivariate statistics through hands-on university projects. Each project delves into real-world datasets, applying statistical techniques like ANOVA, two-factor analysis, and binary logistic regression. Understand data analysis, interpretation, and modeling with R.

The data, R programming, and outputs for the research paper testing glucose consumption and cognitive factors. I used R to clean, process, model, and visualize the data. The outputs folder contains the finished products. Link to paper pending.

Gain hands-on experience with ANOVA analysis, understanding its assumptions, and applying it to real-world datasets to understand differences among group means.

Executed Regression modelling, hypothesis testing and statistical analysis to predict factors affecting credit card balances in a firm. Tools & technologies: ANOVA, p-value, R square

See Readme.md

Statistical Analysis of Hospitalization Costs: Leveraging SQL and R for Insights

Regression models for predicting customer acquisition costs (CAC) and the effectiveness of univariate and lasso feature selection techniques in improving the accuracy.

End-to-end marketing and business analysis projects utilizing machine learning and statistical analysis techniques using the R programming language.

Project Data Science Salary Prediction using SAS.

Regression | Analysis | Modelling | Bayesian Search CV | Data Leakage | Overfit/Underfit | End-to-End Project

Econometrics project that aims to analyze the relationship between Reservoir Water Level and various Power Inequalities in different states of India.

A simple ANOVA calculator with arbitrary number of alternatives and measurements.

Analytics performed on the fisher iris dataset

projet d'analyse exploratoire et de visualisation

This repository is a code base for R for the purpose of development and code re-use