This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

A/B testing projects

Exploratory data analysis projects

unit economics & cohort analysis projects

XGBoost Predictive Model for TikTok's Claim Classification: EDA, Hypothesis Testing, Logistic Regression, Tree-Based Models

A Modern Python Package Template

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Differential Expression Analysis tool box R lang package for omics data

This package implements hypothesis testing procedures that can be used to identify the number of regimes in a Markov-Switching model.

Welcome to the repository for the Indian Startup Funding Analysis project. This data analysis project was commissioned by a newly funded Indian startup. Our primary goal is to provide valuable insights and actionable recommendations that will help optimize fund allocation, enhance operational efficiency, and drive sustainable growth.

A Hypothesis Testing Analysis of FC Barcelona's Season

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Enhancing {ggplot2} plots with statistical analysis 📊📣

Statsmodels: statistical modeling and econometrics in Python

solving problems with data analysis, hypotheses and the most used statistical tests in ecology

Bioinformatics library in Kotlin

Practice Assignments for Data Science Coursework

A light-weight, flexible, and expressive statistical data testing library

EXCELR ALL ASSIGNMENTS