Machine Learning
9 videos • 318 views • by Lisa Lendway - Statistics & Data Science
1
Creating a folder and basic R Studio setup
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2
Linear Model Evaluation: Model Assumptions
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3
Review of STAT 155 and Intro to the Machine Learning Process
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4
Linear Model Evaluation: Model Performance
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5
Linear Model Evaluation: K-Fold CV
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6
Bias-Variance Tradeoff
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7
Model Selection: Lasso
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8
MARS: Multivariate Adaptive Regression Splines
Lisa Lendway - Statistics & Data Science
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9
Decision Trees
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