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1. Time-Series---County-Level-Poverty-in-R Time-Series---County-Level-Poverty-in-R Public

   Gathered the state of Minnesota’s poverty data for each county, cleaned up data, created various models, and developed accuracy measures for model selection. Predicted a 5-year poverty forecast for…

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2. Heart-Disease-Detection-Project Heart-Disease-Detection-Project Public

   A machine learning class project in Python to detect whether a patient has heart disease. It required data collection, processing, and analysis to improve the accuracy of machine learning models.

   Python

3. Warfarin-Dosage-System Warfarin-Dosage-System Public

   This project is designed in Python to determine the correct dosage of Warfarin drug for patients. It involved heavy utilization of the machine learning workflow to build the project. Gradio allows …

   Jupyter Notebook

4. Image-Classification-with-CNN Image-Classification-with-CNN Public

   Jupyter Notebook

5. LLM-From-Scratch LLM-From-Scratch Public

   Simplified but functional implementation of the GPT architecture

   Jupyter Notebook

6. Transformer-Model-for-French-English-Translation Transformer-Model-for-French-English-Translation Public

   Training a Transformer model on a subset of data (1,000 samples for training and 500 for validation) using PyTorch

   Jupyter Notebook