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ptyhon3

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Machine Learning coursework from IST's Aprendizagem 2025/26. Covers decision trees, Bayesian classifiers, k-NN, linear/ridge regression, MLPs with backpropagation, k-means clustering, PCA, and LDA. Includes theoretical exercises and Python implementations using scikit-learn.

  • Updated Feb 8, 2026
  • Jupyter Notebook

Utilized deep learning systems to classify brain MRI scans into glioma tumor, meningioma tumor, pituitary tumor, or no tumor. We addressed class imbalance using undersampling and augmented the dataset with rotation, shifting, shearing, zooming, and flipping techniques.

  • Updated Oct 4, 2024
  • Jupyter Notebook

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