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Realtime Twitter Data Analysis using Spark Streaming

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Analysis of 2018 H-1B Sponsorship for Data Science Employees

10-19

Study Note: Linear Regression Example Prostate Cancer

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Study Note: Assessing Model Accuracy

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Study Note: Bias, Variance and Model Complexity

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Study Note: Dimension Reduction - PCA, PCR

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Study Note: Decision Trees, Random Forest, and Boosting

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Study Note: Model Selection and Regularization (Ridge & Lasso)

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Study Note: Resampling Methods - Cross Validation, Bootstrap

10-19

Study Note: Comparing Logistic Regression, LDA, QDA, and KNN

10-19