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virchan's Projects

cannlytics icon cannlytics

🔥 Cannlytics = cannabis + analytics. Data pipelines, user interfaces, and the best statistics in the game. Made with ❤️

covid19_deep_learning icon covid19_deep_learning

This project leverages deep learning to predict Covid-19 patient mortality. The model is trained on a dataset generously provided by the Mexican government. It places a strong emphasis on crucial stages, including comprehensive data analysis and rigorous model training, with the ultimate goal of delivering a highly accurate deep learning model.

ivy icon ivy

The Unified Machine Learning Framework

predictive_modeling_workflow icon predictive_modeling_workflow

This project explores the predictive modeling workflow using the Kaggle competition "Titanic - Machine Learning from Disaster." It emphasizes key stages like data analysis and model evaluation, aiming to identify the optimal model. Through a real-world approach, we enhance our understanding of the workflow and emphasize rigorous model evaluation.

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