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1. udacity_capstone_project_emergency_911_calls udacity_capstone_project_emergency_911_calls Public

   Jupyter Notebook

2. dog_breed_recognition_deep_learning dog_breed_recognition_deep_learning Public

   HTML

3. skin_cancer_classification_deep_learning skin_cancer_classification_deep_learning Public

   Deep Learning - CNN architecture

   HTML

4. finding_donors finding_donors Public

   Supervised Learning - log transformation of skewed features, minmax scaler, one-hot encoding, Adaboost classifier, KNN, Support Vector classifier, choose optimal model, model tuning with grid searc…

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5. boston_housing boston_housing Public

   Supervised Learning - Learning curves, Model complexeity, Decision tree regression, GridSearchCV, optimal model

   HTML 1 1

6. customer_segments customer_segments Public

   Unsupervised Learning - Analyze feature relevance, feature distribution, scatter matrix, heatmap, feature scaling, detect and remove outliers, PCA, dimensionality reduction, Gaussian Mixture Model …

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