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Shamiya Lin's Projects

conway-life icon conway-life

This repository features our Python project for the Conway's Game of Life Simulation competition, where we secured third place overall.

electric-vehicle-adoption icon electric-vehicle-adoption

In this project, I analyze the adoption rate of electric vehicles over the years. We observe the trends such as the increase in the number of electric vehicles by model year, the most popular makes and models, and the geographical distribution of electric vehicles.

obesity-in-the-us icon obesity-in-the-us

Data visualization dashboard created using Tableau, which provides an analysis of obesity in the United States. The dashboard includes various aspects of the data: Statewide Overview, Nation-wide Heatmap, Drill to State, Smokers v Obesity

sms-spam-detection icon sms-spam-detection

This repository hosts a Python project for identifying spam SMS messages. Utilizing machine learning and NLP techniques, the project develops a Naive Bayes model to classify incoming messages as spam or legitimate, enhancing user security and privacy.

sofi-stock-analysis icon sofi-stock-analysis

This repository contains a Python project focused on predicting the future stock prices of SoFi Technologies, Inc. (SOFI) using machine learning techniques. By analyzing historical stock data, we aim to uncover patterns and trends that can help forecast future movements in SOFI's stock price.

text_recogniton_chat icon text_recogniton_chat

A very easy to read script that you can use for recognising phrases when creating a basic chat bot.

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