Projects for Machine Learning

White Box Models:

RandomForest_HousePrices

This is a model predicting housing prices based on various information about the specified house

The dataset used was supplied from Zillow

Neural Networks

lung_cancer_neural_network

This is a neural network that looks at images of lungs cancer, to classify them as either:

• Lung benign tissue
• Lung adenocarcinoma
• Lung squamous cell carcinoma

This is a neural network created from scratch.

The dataset used was supplied from kaggle: https://www.kaggle.com/datasets/andrewmvd/lung-and-colon-cancer-histopathological-images

Fine Tuning Models:

resnet_finetuning

This is a project that finetunes the existing Resnet model to specifically identify cats and dogs

The dataset was supplied from kaggle: https://www.kaggle.com/datasets/d4rklucif3r/cat-and-dogs