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1. clustering-boston-marathon clustering-boston-marathon Public

   Uses k-means and mean-shift clustering to categorize Boston Marathon runners. Evaluates clustering arrangements by silhouette score.

   Jupyter Notebook 2

2. presidential-speech-processing presidential-speech-processing Public

   Classifies excerpts from presidential speeches through NLP feature vectorization with supervised + unsupervised methods. Uses k-means to cluster which overfits and segregates by topic rather than p…

   Jupyter Notebook 1

3. supervised-nsclc-survival supervised-nsclc-survival Public

   Models 2 year survival of non-small cell lung cancer patients in Netherlands and identifies key features.

   Jupyter Notebook 1

4. tumor-mutation-classification tumor-mutation-classification Public

   Uses NLP on relevant clinical texts to classify tumor mutations into 9 categories of risk. Narrated video presentation (18 min) link included.

   Jupyter Notebook 1

5. machine-learning-experiments machine-learning-experiments Public

   Various implementations of supervised machine learning models.

   Jupyter Notebook

6. Predicting-Flight-Delay Predicting-Flight-Delay Public

   Predicting flight delay using dataset of late airline arrivals. Most features are subject to lookahead bias which makes the model unrealistic for practical implementation.

   Jupyter Notebook