Simran Kumari's repositories
Flight-Booking-Price-Prediction
The objective is to analyze the flight booking dataset obtained from a platform which is used to book flight tickets. A thorough study of the data will aid in the discovery of valuable insights that will be of enormous value to passengers. Apply EDA, statistical methods and Machine learning algorithms in order to get meaningful information from it.
Houses-Price-Prediction
Using Python I built a house price prediction model. By analyzing various factors like Income, total rooms, total bedrooms, and other features. I processed and cleaned the data, performed feature engineering, and trained a machine learning algorithm to make accurate predictions.
Vrinda-Store-Analysis
In this project, I worked with Microsoft Excel and analyzed one year of sales data for Vrinda store. I started by cleaning and pre-processing the data. Then, I created various pivot charts and a dashboard to provide clear insights and suggestions for improving sales in the upcoming year.
Walmart_Project
The main focus of this research is to predict Walmart’s sales based on the available historic data from 45 stores located in different regions and identify whether factors like temperature, unemployment, fuel prices, etc affect the weekly sales of particular stores under study.