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Ayush Tripathi's Projects

assignment icon assignment

This GitHub repository contains a collection of machine learning implementations and evaluations. It includes code for ensemble learning, decision trees, AdaBoost, logistic regression, and K-means clustering. Each section focuses on a specific algorithm or technique and provides code examples for training models, making predictions, and evaluating

flight_data_analysis icon flight_data_analysis

This GitHub repository contains Python code that analyzes flight data using libraries like NumPy, Pandas, SciPy, Matplotlib, and Seaborn. It performs data preprocessing, exploration, and visualization tasks to gain insights into flight patterns, delays, carrier performance, and more.

heart-disease-prediction-accuracy icon heart-disease-prediction-accuracy

Heart Disease Classification: This project focuses on utilizing machine learning algorithms to classify heart disease based on various features. The code performs data preprocessing, feature scaling, and applies different classification algorithms.

my-resume icon my-resume

This is a personal portfolio website showcasing information about myself, my skills, work experience, education, projects, and more.

new_york_uber_analysis icon new_york_uber_analysis

The project analyzes the Uber ride data, providing visualizations and insights on ride counts by date, hour, and day of the week.

parking_system_analysis icon parking_system_analysis

This Python code analyzes parking data, cleaning and visualizing occupancy rates over time and days, and performs K-means clustering to identify patterns in parking lots based on occupancy and capacity.

simple_case_study_automobile icon simple_case_study_automobile

This GitHub repo predict automobile prices with Linear Regression. Data preprocessing, EDA, and model building in Python. 🚗💲

spychat icon spychat

The Spychat Messenger is a Python program that enables users to exchange confidential messages using steganography techniques. This user-friendly program allows users to select friends, encode and decode messages within images, add friends to their contact list, and set status messages.

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