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Machine Learning / Deep Learning
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Dataset: Real Estate Evaluation
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RandomForestClassifier
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AdaBoostClassifier
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ColumnTransformer
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cross_val_score()
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cross_validate()
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Database
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Dataset: Banknote Authentication
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Dataset: Combined Cycle Power Plant
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Dataset: Heights and Weights
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Dataset: ISLR Default
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Dataset: Palmer Penguins
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Dataset: Pima Diabetes
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Dataset: Retail Sales
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Dataset: Titanic
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Dataset: USA Cities
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Donut Chart
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Dot Plot
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Empirical Rule
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Excel
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Frequency Table
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HTML
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idxmax()
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idxmin()
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iloc
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Line Plot
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Linear Regression
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loc
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LogisticRegression
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MAE
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make_classification()
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Mean
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MinMax Scaler
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MySQL
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Pipeline
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Polynomial Regression
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Regression Metrics
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RMSE
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SciPy
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Self-Study Guide
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SQLAlchemy
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