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Analyzing customer behavior using Unsupervised Learning to segment shoppers based on Annual Income, Spending Score & Age. Insights help businesses optimize marketing & retention strategies.
eda datascience datavisualization machinelearning-python googlecolab kmeansclustering marketinganalyticsJupyter Notebook MIT License UpdatedFeb 27, 2025 -
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Welcome to the Daily Calorie Count Meal Plan Generator project! This Streamlit web application is designed to create personalized meal plans based on user inputs such as age, weight, gender, and ca…
Python MIT License UpdatedJan 11, 2025 -
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This project focuses on analyzing an e-commerce dataset using Python. The goal is to derive meaningful insights through exploratory data analysis (EDA) and uncover trends and patterns that can driv…
visualization ecommerce exploratory-data-analysis jupyter-notebook data-analysis pytho sales-analysisJupyter Notebook MIT License UpdatedDec 17, 2024 -
Analyze customer behavior using Python and KMeans Clustering on transactional data. Features RFM analysis, data cleaning, clustering insights, and actionable visualizations to support business deci…
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This project focuses on predicting rainfall in Australia using various classification models. It involves exploring and preprocessing the dataset, training multiple machine learning models, and eva…
python data-science machine-learning-algorithms jupyter-notebook coursera model-evaluation rainfall-predictionJupyter Notebook MIT License UpdatedDec 15, 2024 -
Customer churn prediction is a vital tool for businesses to identify customers likely to leave their service. In this project, I build a machine learning pipeline to predict customer churn, integra…
Jupyter Notebook MIT License UpdatedDec 15, 2024 -
Discover key factors influencing student performance through data analysis and visualization. Explore gender, parental education, sports, and ethnicity impacts.
Jupyter Notebook MIT License UpdatedDec 12, 2024 -
Library Management System built using PostgreSQL in pgAdmin 4. The system manages book issuing, returns, and tracking with detailed records of books, members, employees, branches, and transactions.…
PLpgSQL MIT License UpdatedOct 17, 2024 -
This project analyzes Airbnb listing data to uncover trends in pricing, reviews, and availability. Using Python, it explores correlations between variables such as price, room type, and location. V…
Jupyter Notebook MIT License UpdatedOct 17, 2024 -
SQL project focused on analyzing retail sales data, querying databases to uncover trends, performance metrics, and actionable insights.
MIT License UpdatedOct 9, 2024 -
Machine learning project predicting the energy output of a power plant using environmental data (temperature, pressure, humidity, vacuum). Linear Regression and Random Forest models were compared, …
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This project aims to build a complete data pipeline for Olympic Data Analytics using various Azure services. It focuses on ingesting, transforming, and analyzing Olympic data, such as information o…
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Spotify_SQL_Project Public
This project analyzes Spotify data using SQL to perform exploratory data analysis (EDA) and complex queries. Key tasks include calculating correlations, ranking tracks, and aggregating metrics like…
MIT License UpdatedSep 30, 2024 -
This end-to-end data analytics project demonstrates how to integrate Python and SQL for data processing and analysis. I used the Kaggle API to download the "Retail Orders" dataset, processed the da…
Jupyter Notebook MIT License UpdatedSep 26, 2024 -
Pizza_Sales_SQL Public
SQL project analyzing pizza sales data. Includes creating tables, executing queries, and solving basic to advanced analytical questions to derive insights from sales data.
UpdatedAug 29, 2024
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