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🍽️ Zomato Data Analysis – Python Project

A data-driven exploration of Zomato’s restaurant dataset, focused on uncovering insights into cuisines, pricing trends, user ratings, and geographical distributions. A strong addition to any data science portfolio.

πŸ“Š Key Features
β€’ Exploratory Data Analysis (EDA) with Pandas & Matplotlib
β€’ City-wise restaurant insights & trends
β€’ Cuisine popularity and rating comparisons
β€’ Visualizations using Seaborn & Plotly
β€’ Ideal for learning data wrangling and storytelling

πŸ”— Access the Full Project:
Zomato Data Analysis – Python

πŸ“’ Explore more data science projects and source code:
πŸ”— https://t.me/Projectwithsourcecodes

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🀝 Student Exam Performance Prediction – Data Science / ML

A machine learning project that predicts how students are likely to perform in their exams based on past data, study hours, demographics, etc.

Key Features
β€’ Data preprocessing: handle missing values, normalization, encoding categorical variables
β€’ Feature selection to identify major factors affecting performance
β€’ Model training: regression/classification models like Random Forest, Decision Trees, or Logistic Regression
β€’ Evaluation metrics: accuracy, precision, recall, F1-score, possibly confusion matrix
β€’ Prediction interface: input student details β†’ output expected performance

πŸ”— Explore the full project here:
Student Exam Performance Prediction – View Project

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https://t.me/Projectwithsourcecodes

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