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Diane Tunnicliffe's Projects

fetal-health-classification icon fetal-health-classification

Phase 3 project for Data Science program at Flatiron School. Predicting fetal health outcomes using CTG data. Testing various classification models and optimizing hyperparameters with GridSearchCV. Decision Tree, Logistic Regression, Support Vector Machine, Random Forest, Extra Trees.

house-price-regression-project icon house-price-regression-project

Phase 2 Project for Data Science Program at Flatiron School. Using Linear Regression models to predict housing prices based on unique features.

maize-leaf-disease_cnn icon maize-leaf-disease_cnn

Phase 4 Project for Flatiron School Data Science Program. Identifying disease in images of maize leaves using Convolutional Neural Networks (CNNs) for image classification.

movie-analysis-project icon movie-analysis-project

Phase 1 Project for Data Science Program at Flatiron School. Using exploratory data analysis (EDA), web-scraping, Pandas, and Matplotlib to analyze features of high-grossing movies.

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