Described the statistical qualities of a sample and set up hypothesis test about the difference between average amount of time in population it takes to state the colors of the words in congruent and incongruent condition .Also, the project designed two sample two-tailed dependent t-test to make inference using python

Fraud Detection with Paysim Data

Perform data analytics using R to provide insights to manufacturing team.

Statistics and R

Use R to conduct statistical analysis on MechaCar manufacturing data.

Combining three datasets to test the hypothesis of smaller fluctuation in housing prices for university towns compared to other areas.

Using R to gain new insights into mpg and suspension coil PSI data

GloBox is an online marketplace that specializes in sourcing unique and high-quality products worldwide. The Growth team decides to run an A/B test highlighting critical products in the food and drink category as a banner at the top of the website.

Welcome to the repository dedicated to various Natural Language Processing (NLP) algorithms! This repository contains code implementations for a wide range of NLP algorithms, from basic to advanced, providing a valuable resource for students, researchers, and developers interested in the field of NLP.

Compute descriptive statistics and performed T-test on a data set about Stroop Effect

Data analysis on STEM workers and their salaries.

Analysis of mock A/B Test Results by an e-commerce company.

This was an experiment of a 2-sample permutation or randomization T-test with a small pre-and post-survey. The client had a small sample (n<30) and the experiment informed the research results.

Some R Projects - (Chi Square, K-Means, Sentiment Analysis, Simple Regression, T-Test)

Hypothesis testing using T-test,ANOVA,chi-square test.

Statistics and tests: normal distribution, binomial test, chi2 test, t-test, p-value

E-news Express, an online news portal, aims to expand its business by acquiring new subscribers. This python based project performs EDA, data visualization and conducts a no of statistical tests to determine key business insights: in particular whether the new landing page can get greater viewership duration and subscriber conversion

Independent Project - Kaggle Dataset-- I worked on the European Soccer Dataset, using SQL (SQLite) to read in the data and then data wrangling before running statistical analysis and hypothesis testing on questions of who helps earn the most points for their team.

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