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student-performance-prediction
student-performance-prediction PublicA machine learning project to predict student exam performance based on academic, social, and personal features. Built with Python and scikit-learn.
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adult-income-ml
adult-income-ml PublicMachine learning classification on Adult Income dataset to predict income levels (>50K or <=50K) using Logistic Regression, Decision Tree, and Naive Bayes.
Jupyter Notebook 1
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python-algorithms
python-algorithms PublicThis project is a simple Python application I created as part of my learning journey. I plan to expand this repository with more complex projects in the future.
Python
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Team-Points-Calculator-Project
Team-Points-Calculator-Project PublicReads team statistics from a file (statistics.txt) and calculates points based on wins, losses, and ties.
Python
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VowelFilter-Project
VowelFilter-Project PublicVowelFilter-Project is a Python app that filters words from text files based on a minimum number of vowels specified by the user.
Python
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Diary-Project
Diary-Project PublicThis project is a simple console application that allows users to create, read, and manage diary entries directly from the console.
Python
Repositories
- adult-income-ml Public
Machine learning classification on Adult Income dataset to predict income levels (>50K or <=50K) using Logistic Regression, Decision Tree, and Naive Bayes.
- titanic-randomforest-v1 Public
Titanic survival prediction using Random Forest classifier as part of Kaggle's beginner-friendly competition.
- marvel-character-analysis Public
Marvel character analysis using Python, focusing on roles and superpowers.
- DS-Salary-PolyRegression Public
Predicting Data Science salaries using Polynomial Regression with Python. A simple machine learning model that demonstrates non-linear regression using experience-salary data.
- heart-failure-prediction-catboost Public
Predicting heart failure using CatBoost Classifier on clinical patient data. Includes EDA, model training, and performance evaluation.
- Heart-Disease-Prediction Public
Logistic regression model to predict heart disease using the Heart Disease UCI dataset from Kaggle.
- Advertising-Sales-Prediction Public
Simple linear regression project to predict product sales based on TV, Radio, and Newspaper advertising budgets using Python and scikit-learn.
- PimaDiabetesML Public
Diabetes prediction using logistic regression and data analysis on the Pima Indians dataset.
- Netflix-Content-Analysis Public
An exploratory data analysis project on Netflix content focusing on Movies vs TV Shows.
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