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1. -Sentiment-Analysis-with-Text-Classification -Sentiment-Analysis-with-Text-Classification Public

   This project involves performing sentiment analysis on textual data using classical machine learning techniques. The primary goal is to classify text into one of four categories: positive, negative…

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2. Kalman-Filter-for-Position-Estimation Kalman-Filter-for-Position-Estimation Public

   A Python implementation of the Kalman Filter for estimating the position of an object moving with constant velocity from noisy measurements. The project demonstrates prediction and correction steps…

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3. Machine-Failure-Prediction-App Machine-Failure-Prediction-App Public

   This project is a Streamlit-based web application that leverages machine learning to predict machine failure based on sensor data. It provides an interactive and insightful interface for exploring …

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4. Reinforcement-Learning-Q-Learning-Grid-World Reinforcement-Learning-Q-Learning-Grid-World Public

   A reinforcement learning project using Q-learning to train an agent to reach a goal in a grid world while avoiding obstacles, with results visualized through a heatmap and policy arrows.

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5. Synthetic-Fraud-Analysis-and-Prediction Synthetic-Fraud-Analysis-and-Prediction Public

   This project tackles the problem of fraud detection using a synthetic dataset, applying various machine learning techniques to identify fraudulent transactions. The goal is to build a robust model …

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6. uber-fare-analysis-and-prediction uber-fare-analysis-and-prediction Public

   This project analyzes and predicts Uber ride fares in New York City using historical ride data. It includes a complete machine learning pipeline - from raw data cleaning and feature engineering to …

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