Detecting Image Steganography Using Neural Networks
This project focuses on utilizing neural networks to detect image steganography, specifically targeting the F5 algorithm. The team aims to develop a model that is capable of detecting and cleaning hidden messages in images without relying on hand-extracted features. They use a dataset from Kaggle co
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Understanding Vehicle CO2 Emissions: Data Analysis Project
World Health Organization reports 4.2 million premature deaths from outdoor air pollution. This project aims to analyze factors influencing CO2 emissions from vehicles. Data collected from Kaggle is used to train and validate a linear regression model and decision tree model. Business objectives inc
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Investigating College Degrees and Salaries: A Data Analysis Journey
Explore the correlation between college degrees, school types, and regions on future salaries through a data investigation conducted by Sally Sterkel in DSCI 101. Utilizing datasets from kaggle.com, Wall Street Journal, and Payscale, Inc., the study examines the impact of various factors on mid-care
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Zillow Kaggle Competition Overview and Incentives
Zillow hosted a Kaggle competition with the objective of predicting log errors in their proprietary model. The competition involved feature engineering, unconventional methods, and a focus on neighborhood similarity. Scoring was based on Mean Absolute Error, with private scoring updates after the co
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