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