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Rooma Siddiqui's Projects

bank-management-system icon bank-management-system

This is a simple Bank Management System implemented in Python, allowing users to create bank accounts, perform transactions, and manage their account

codealpha_a-b_testing_analysis icon codealpha_a-b_testing_analysis

In this project, we conducted an A/B test analysis to evaluate the impact of different recommendation strategies on purchase behavior. We compared the effectiveness of recommending a screen guard with a phone versus recommending it with a cover.

codealpha_pred_modeling_with_lr icon codealpha_pred_modeling_with_lr

Developed an interactive web application using Streamlit post in-depth analysis and model creation, enabling users to predict car prices effortlessly. Implemented effective data preprocessing techniques to handle categorical variables and missing values. Applied linear regression to construct a reliable predictive model utilizing various features.

folium-restaurant-map icon folium-restaurant-map

Restaurant Map Flask App, This simple web application displays a map with markers for various restaurants in Karachi.

musicdataset_eda icon musicdataset_eda

Python script for in-depth Exploratory Data Analysis (EDA) on a music dataset. Generates statistical summaries, correlation matrices, and visualizations like pair plots and box plots. Analyzes danceability, energy, tempo, aiding understanding of data patterns.

musicdataseteda icon musicdataseteda

Python script for in-depth Exploratory Data Analysis (EDA) on a music dataset. Generates statistical summaries, correlation matrices, and visualizations like pair plots and box plots. Analyzes danceability, energy, tempo, aiding understanding of data patterns.

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