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1. 281_CV-Final_Land-Cover_Classification_with_Multispectral_and_Radar_Imagery 281_CV-Final_Land-Cover_Classification_with_Multispectral_and_Radar_Imagery Public

   We use the M3LEO remote sensing dataset comprised of Sentinel-1 synthetic aperture radar (SAR), Sentinel-2 multispectral imagery, and auxiliary topographic data to formulate a machine learning pipe…

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2. 255-ML-SystemDesign-and-Load-Test-Sample 255-ML-SystemDesign-and-Load-Test-Sample Public

   This report details around 70 experiments measuring the impact of requests per second and cache hit rates on system performance, tracking pod scaling, CPU/memory usage, and latency, with emphasis o…

3. 266-NLP-Final-Project-BERT-vs-ModernBERT 266-NLP-Final-Project-BERT-vs-ModernBERT Public

   We introduce a binarized approach to Lexical Complexity Prediction (Binary LCP) and systematically compare two generations of encoder-only Transformer models: BERT and ModernBERT. Work completed as…

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4. 205-A-Proposal-for-the-Metamorphosis-of-Algorithmic-Harm 205-A-Proposal-for-the-Metamorphosis-of-Algorithmic-Harm Public

   This DATASCI 205 Data Engineering paper employs graph algorithms to examine how bias can impact machine learning workflows, industry, and the world. It assumes a future state where AI compliance of…

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5. 261-fp 261-fp Public

   We leverage Databricks' MLLib and PySpark libraries to predict continuous outliers using time-series flight delays, NOAA, and geospatial data. We use Yeo-Johnson, Euclidean distance, and custom joi…

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6. SystemUtilities SystemUtilities Public

   SystemUtilities is a curated toolkit for developers and DevOps engineers working primarily on macOS environments. This repo provides comprehensive cheat sheets, scripts for creating and discovering…

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