Data Science Portfolio
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Boston housing prices prediction
category: regression
algorithm: dicision tree, random forest, gradient boosting -
Breast cancer prediction
category: classification
algorithm: kNN, SVM -
Bike sharing demand
category: regression, time series
algorithm: random forest -
Credit card fraud detection
category: classification, imbalanced data
algorithms: Logit, SVC, kNN -
Salary prediction
category: regression
algorithms: kNN, decision tree-based methods, XGB