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Ethan Haugen's Projects

odin-project icon odin-project

Following along the Odin Project to learn full stack development using Javascript

predicting-used-car-prices icon predicting-used-car-prices

Training different variations of wide and deep neural networks to see how accurately we can predict used car prices.

search-engine icon search-engine

Coded a Search Engine in C++ by reading in JSON files and storing relevant data in custom AVL Tree data structures. Also implemented a persistency index and relevancy rankings

sentiment-analysis icon sentiment-analysis

Built a tweet sentiment classifier in C++ using multiple custom-built data structures. It achieved ~67% accuracy on a test dataset of 10,000 unseen tweets, a significant improvement over random guessing.

weather-conditions-classification-with-resnet icon weather-conditions-classification-with-resnet

Performed PCA and Randomized PCA and trained a CNN to achieve 85% accuracy in identifying different types of weather, and transfer learning on a pre-trained resnet model to achieve 97.33% accuracy

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