shraddhasomani Goto Github PK

ab-test-new-menu-launch

finding-charity-donors

human-resource-analytics-project

The goal of the project was to predict whether an employee will stay or leave the company within the next year. Two data modeling techniques are used here: Logistic Regression and Decision Tress.

leet-code-database-questions-and-answers

nyc-subway-analysis

Analyzed MTA turnstile data using pandas to determine the peak hours and understand the ridership behavior.

predicting-catalog-demand

r-fundamentals-and-regression-analysis

Simple/Multiple/Stepwise Linear Regression, ANOVA, Residuals, T/Chi-Sq Test, GLM/OLS/Poisson/Binomial Regression, Outlier Detection, Confidence Interval, Cooks Distance, Box-Cox/Log/SqRoot Transform

sales_forecast_udj

sentiment-analysis-of-twitter-api

It contains files which helps us analyze twitter sentiments, a process of identifying opinions about the writer's attitude towards a particular topic is +ve, -ve, or neutral

sentiment-analysis-of-yelp-api

It contains files which helps us analyze yelp user review sentiments, a process of identifying opinions about the writer's attitude towards a particular topic is +ve, -ve, or neutral

statistical-modeling-for-nasdaq100-stock

Analyze NASDAQ100 stock data. Used ARIMA + GARCH model and machine learning techniques Naive Bayes and Decision tree to determine if we go long or short for a given stock on a particular day

tableau-dashboards

This repository contains sample Tableau dashboards - https://public.tableau.com/profile/shraddha.somani