CU5: Statistical Learning and Uncertainty Modeling
Course Summary
This course unit provides foundational skills in data pre-processing, statistical learning, and uncertainty modeling, enabling students to develop regression and classification models, apply decision trees and Bayesian networks, and perform cluster analysis on complex datasets .Course Highlights
- Data Pre-processing and Exploratory Analysis
- Statistical Learning and Inference
- Regression and Classification Models
- Decision Trees and Bayesian Networks
- Cluster Analysis