Projects in Awesome Lists by alphacrypto246
A curated list of projects in awesome lists by alphacrypto246 .
https://github.com/alphacrypto246/zoo-animal-classifier
A project that uses machine learning to classify animals into categories like Mammals, Birds, and Reptiles based on their characteristics.
machine-learning machine-learning-algorithms random-forest scikit-learn
Last synced: 18 Feb 2025
https://github.com/alphacrypto246/titanic-survival
This project leverages machine learning techniques to predict passenger survival in the Titanic disaster using the Kaggle Titanic dataset. It includes data preprocessing, exploratory data analysis (EDA), and model building with algorithms like Logistic Regression and Random Forests to achieve reliable predictions.
logistic-regression machine-learning machine-learning-algorithms python scikit-learn scikitlearn-machine-learning
Last synced: 18 Feb 2025
https://github.com/alphacrypto246/customer-churn
This project predicts customer churn using machine learning. It includes data preprocessing, exploratory analysis, model training, and evaluation to identify key factors driving churn and provide actionable insights for retention.
knn-classification machine-learning machine-learning-algorithms python scikit-learn scikitlearn-machine-learning
Last synced: 18 Feb 2025
https://github.com/alphacrypto246/grape-quality-prediction
The Grape Quality Prediction project uses machine learning to predict the quality of grapes based on chemical properties like acidity, sugar content, and alcohol levels. It applies regression models to forecast the quality score, helping in wine production and quality assessment.
machine-learning numpy pandas scikit-learn scikitlearn-machine-learning
Last synced: 28 Mar 2025
https://github.com/alphacrypto246/student-learning-style-prediction
An interactive web application built with Streamlit that predicts a student's preferred learning style (visual, auditory, or kinesthetic) using machine learning, aiding educators in personalizing teaching strategies.
machine-learning scikit-learn scikitlearn-machine-learning streamlit
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/old-car-price-prediction
The Old Car Price Prediction project predicts used car prices using features like age, mileage, and fuel type. It includes data preprocessing, model training, and visualization of trends, with easy customization for additional features or models.
machine-learning numpy pandas scikit-learn scikitlearn-machine-learning
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/text-design
The Text Design project is a Java application that allows users to create and display customizable text designs with various font styles, sizes, and alignments.
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/chess
This is a 2D Chess Game made with java.
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/geospatial-school-mapping
The Geospatial School Mapping project maps and analyzes school locations using geographic data. It provides insights into the distribution and accessibility of schools, helping identify areas with limited access to education and supporting data-driven decision-making for better school placement.
folium-streamlit geojson-data geopandas geospatial pandas streamlit
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/student-pass-fail-prediction
This dataset provides an analysis of students' academic performance with attributes like the number of courses taken, hours studied, and achieved marks. The target variable, "PassFail," indicates whether a student passed or failed.
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/tic-tak-toe
The Tic-Tac-Toe project is a simple Java implementation of the classic 2-player game, where players take turns marking a 3x3 grid with 'X' and 'O'. The game checks for win conditions and ties.
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/stock-price-movement-prediction
A project leveraging Polynomial Regression to predict stock price movements based on historical data. Includes data preprocessing, feature engineering, visualization, and model evaluation to provide insights for informed trading decisions.
machine-learning numpy pandas polynomial-regression scikit-learn yfinance
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/insurance-charges-prediction
The Predicting Insurance Charges project uses Decision Tree Regression to predict insurance charges based on features like age, sex, BMI, and smoking habits. It involves data preprocessing, feature scaling, and model evaluation with metrics like MAE and R².
machine-learning numpy pandas scikit-learn scikitlearn-machine-learning
Last synced: 05 Apr 2025
https://github.com/alphacrypto246/air-quality-prediction
The Air Pollution Prediction project forecasts pollution levels using the Air Quality UCI dataset, including variables like CO, NOx, temperature, and humidity. It analyzes temporal and environmental factors to predict air quality trends.
machine-learning numpy pandas scikitlearn-machine-learning sckiit-learn
Last synced: 22 Jun 2025