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1. Credit_Risk_Analysis Credit_Risk_Analysis Public

   Credit risk modeling with PD, LGD, EAD, and ECL simulation + model validation, stress testing (IFRS 9 / Basel, German Credit dataset)

   Jupyter Notebook

2. BreastCancerPredictAI BreastCancerPredictAI Public

   A machine learning classification model to predict malignant or benign tumors.

   Jupyter Notebook

3. AI_plays_TicTacToe AI_plays_TicTacToe Public

   Magic square implementation in a TicTacToe playing AI, greatly simplifies minimax algorithm

   Python

4. SQL-mimic-meropenem-iv-cohort SQL-mimic-meropenem-iv-cohort Public

   SQL scripts to establish an ICU patient cohort from the MIMIC-IV database for machine learning-based risk factor analysis.

5. machine-learning-scikit-learn machine-learning-scikit-learn Public

   K nearest neighbors, Linear regression

   Jupyter Notebook

6. advent-of-code advent-of-code Public

   Exploring efficient computer science algorithms via Advent of Code challenges

   Python