Welcome to BAS 474 (Data Mining)

• Overview
• R: Data Structures
• R: Automation with Loops
• R: Conditional Statements
• R: Functions
• R for Data Science
• Clustering (Unsupervised Learning)
• Association Rules (Unsupervised Learning)
• Preface for Supervised Learning
• Regression (Supervised Learning)
• Classification (Supervised Learning)
• Decision Tree and Random Forest
• Support Vector Machines
• Neural Networks and Deep Learning
• Ensemble Learning