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Shelly Garg's Projects

-multiclassification-obesity-dataset icon -multiclassification-obesity-dataset

The collected dataset consists of 16 attributes with one output variable and contains 2111 records. A data frame is created by considering 13 attributes (out of 16 attributes) to train and evaluate ML models

-reddit-sentiment-analysis icon -reddit-sentiment-analysis

This program goes thru reddit, finds the most mentioned tickers and uses Vader Sentiment Intensity Analyzer to calculate the ticker compound value.

analysis-of-shopping-cart-data icon analysis-of-shopping-cart-data

Shopping cart analysis is a data-only technique that retailers use to better understand shoppers and increase sales. Shopping cart analysis is a powerful tool for retailers because it allows them to understand the purchasing behavior of customers and create strategies to increase sales and customer loyalty.

bank-loan-analysis icon bank-loan-analysis

This repository contains all the necessary files and documentation for a detailed analysis of bank loan data using a combination of SQL, Power BI, Excel, and Tableau. The project aims to uncover insights related to loan applications, funding, repayments, and borrower demographics, facilitating data-driven decision-making in the banking sector.

python-guessing-game icon python-guessing-game

In a number guessing game, the user guesses a randomly generated secret number within a given number of attempts. After each guess, the user gets hints on whether their guess is too high, too low, or correct.

statistics-carsales-data icon statistics-carsales-data

The objective of this project is to design and develop a dynamic and interactive Car Sales Dashboard using Power BI. The dashboard will visualize critical KPIs related to our car sales, helping us understand our sales performance over time and make data-driven decisions.

student-performance-prediction icon student-performance-prediction

This is a simple machine learning project using classifiers for predicting factors which affect student grades, using data from CSV file

taxi-analysis-project icon taxi-analysis-project

This project aims to conduct a comprehensive analysis and comparison of green and yellow taxis in New York City. The analysis includes factors such as trip distance, fare amounts, payment types, and customer preferences to provide insights for optimizing taxi services.

zomato-exploratory-data-analysis-project icon zomato-exploratory-data-analysis-project

Sentiment Analysis: Zomato uses sentiment analysis to analyze customer reviews and feedback to get an understanding of their satisfaction levels. 3. Menu Optimization: Zomato uses data analysis to optimize the menus of restaurants based on the popularity of dishes and local tastes.

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