Arkadiusz Ostrowski
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Student Performance Predictor

Includes EDA + training notebooks and a reusable pipeline (ingestion → transformation → model trainer). Ships with a Flask web UI for live predictions and serialized artifacts (preprocessor + model) to keep training and inference consistent.

PythonFlaskscikit-learnpandasNumPyXGBoostCatBoostJupyter Notebookmatplotlib

Demo

Screenshots and a short video are coming soon. In the meantime, feel free to check the repository for implementation details.